{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":379,"total_is_capped":false,"direct_labels_cover":10,"predictions_cover":379,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"662102834022","filters":{"venue":"JMIR Dermatology"}},"results":[{"id":"W4389560492","doi":"10.2196/50403","title":"Hyaluronidase for Dermal Filler Complications: Review of Applications and Dosage Recommendations","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Hyaluronidase; Filler (materials); Blindness; Surgery; Optometry","authors":[{"name":"George Kroumpouzos","is_ca":false},{"name":"Patrick J. Treacy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04034201242146505,"gpt":0.3900692656460483,"spread":0.3497272532245832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002315462,0.000924563,0.001934433,0.006403588,0.0004343133,0.001325045,0.001449182,0.001656263,0.004276247],"category_scores_gemma":[0.00600893,0.0004589969,0.002210017,0.005635989,0.000687626,0.001921379,0.0007372866,0.001239316,0.0008713623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000893429,"about_ca_system_score_gemma":0.003443555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332003,"about_ca_topic_score_gemma":0.003230262,"domain_scores_codex":[0.9984431,0.0002535954,0.0006501228,0.0001616349,0.0004322067,0.00005940374],"domain_scores_gemma":[0.9949905,0.003171805,0.0009123037,0.00009310362,0.0007466087,0.0000856367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001401954,0.00007446427,0.0005303437,0.2808246,0.0005006163,0.0004562016,0.0002438781,0.0001972613,0.0007445085,0.001789312,0.02852839,0.6859703],"study_design_scores_gemma":[0.00009751614,0.0002700018,0.003537504,0.2759022,0.004511116,0.005150121,0.0003890351,0.0001866242,0.001008844,0.002215787,0.7066718,0.0000594983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001101517,0.9989159,0.00005830159,0.0003408723,0.0001325324,0.00000976304,0.00002788115,0.000003102231,0.0004014694],"genre_scores_gemma":[0.0007848081,0.9984443,0.000184212,0.0003109013,0.0001265322,0.00001351206,0.00003184318,0.000001539562,0.0001023077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006403588,"threshold_uncertainty_score":0.01430547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949129918","doi":"10.2196/13376","title":"Development of Smartphone Apps for Skin Cancer Risk Assessment: Progress and Promise","year":2019,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Skin cancer; Smartphone application; Health care; Medicine; Population; Cancer screening; App store; Cancer; Internet privacy; Computer science; Environmental health; Multimedia; World Wide Web","authors":[{"name":"Tiago M. de Carvalho","is_ca":false},{"name":"Eline Noels","is_ca":false},{"name":"Marlies Wakkee","is_ca":false},{"name":"Andreea Udrea","is_ca":false},{"name":"Tamar Nijsten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042402950885759,"gpt":0.3068449461930381,"spread":0.2964209166841806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003532704,0.0009834662,0.000925955,0.002249382,0.0003457881,0.002265492,0.001340022,0.002270472,0.006444917],"category_scores_gemma":[0.01295424,0.0004261331,0.002217864,0.001034785,0.0005652458,0.004175791,0.00135365,0.002699904,0.003469906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542017,"about_ca_system_score_gemma":0.001113467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129313,"about_ca_topic_score_gemma":0.0018059,"domain_scores_codex":[0.9977857,0.0006541943,0.0002448391,0.0002453954,0.0009303635,0.0001395081],"domain_scores_gemma":[0.9900723,0.006863489,0.0006119313,0.0001827878,0.001979707,0.0002897141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001224035,0.0001198357,0.001819148,0.01664697,0.0001073363,0.0002547466,0.0004175782,0.0001366475,0.001748511,0.002535779,0.04734651,0.9287445],"study_design_scores_gemma":[0.00008255756,0.00067606,0.008242139,0.02441134,0.0006514689,0.003188565,0.000708108,0.0009392646,0.002750215,0.003854659,0.9543405,0.0001551558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003943921,0.9663839,0.004488908,0.01095659,0.001568691,0.0002006111,0.0003930838,0.0004125359,0.01165179],"genre_scores_gemma":[0.01837431,0.9487004,0.01626137,0.008792697,0.00188865,0.000318572,0.000576544,0.00009807587,0.004989447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006444917,"threshold_uncertainty_score":0.02156043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294349358","doi":"10.2196/39143","title":"Improving Skin Color Diversity in Cancer Detection: Deep Learning Approach","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Skin cancer; Deep learning; Convolutional neural network; Artificial intelligence; Dermatology; Medicine; Skin color; Skin lesion; Computer science; Cancer; Internal medicine","authors":[{"name":"Eman Rezk","is_ca":true},{"name":"Mohamed Eltorki","is_ca":true},{"name":"Wael El‐Dakhakhni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585753632189033,"gpt":0.2561114650260886,"spread":0.2402539287041983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042975,0.0005811839,0.0004298085,0.001177663,0.0002332915,0.000533833,0.0007344637,0.0006784784,0.0008824306],"category_scores_gemma":[0.001536611,0.0002696218,0.0007572086,0.0005512559,0.0002887636,0.0005926868,0.0007075315,0.0008768164,0.0002728415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544966,"about_ca_system_score_gemma":0.0004629797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368122,"about_ca_topic_score_gemma":0.005072391,"domain_scores_codex":[0.9996578,0.00007396426,0.00001597618,0.0001008249,0.00008587027,0.00006556877],"domain_scores_gemma":[0.9993692,0.0002304623,0.00007585432,0.00006591299,0.0002085834,0.00004995675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003064339,0.0003806037,0.01523837,0.0001464946,0.0001864628,0.0001676372,0.0001481779,0.3221242,0.03759275,0.001284103,0.00339442,0.6190304],"study_design_scores_gemma":[0.000007438177,0.00007357191,0.002610539,0.00001322701,0.00003352951,0.00008590122,0.00002236115,0.9873434,0.008082609,0.001136762,0.0005813227,0.000009218313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3287686,0.001742224,0.6626824,0.0008097889,0.0001123413,0.0001467684,0.0004120533,0.001668485,0.003657472],"genre_scores_gemma":[0.880817,0.0004283817,0.1159448,0.0003215417,0.00005620704,0.00004931082,0.0004203444,0.00006432724,0.001898152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00368122,"threshold_uncertainty_score":0.00731957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196826136","doi":"10.2196/30325","title":"Gamification and Game-Based Strategies for Dermatology Education: Narrative Review","year":2021,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Outreach; Medical education; Narrative; Psychology; Diversity (politics); Medicine; Patient education; Family medicine; Sociology","authors":[{"name":"Mindy D Szeto","is_ca":false},{"name":"Daniel Strock","is_ca":false},{"name":"Jarett Anderson","is_ca":false},{"name":"Torunn E Sivesind","is_ca":false},{"name":"Victoria M. Cates","is_ca":false},{"name":"Hope R Rietcheck","is_ca":false},{"name":"Gil S. Weintraub","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06871522381484582,"gpt":0.4513924326393369,"spread":0.3826772088244911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794484,0.0009587411,0.001133903,0.002943991,0.000393749,0.001999804,0.001052693,0.001611834,0.004172069],"category_scores_gemma":[0.01033709,0.0002734329,0.001468485,0.002939687,0.000711978,0.001545604,0.001004518,0.001371562,0.0005474746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008304023,"about_ca_system_score_gemma":0.00258538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277296,"about_ca_topic_score_gemma":0.003162822,"domain_scores_codex":[0.9989021,0.0004819411,0.0002459081,0.00009059543,0.0002230371,0.00005640099],"domain_scores_gemma":[0.992901,0.00625846,0.0004879145,0.00006272726,0.0002142819,0.000075755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877638,0.0001350355,0.0004937336,0.3608091,0.000546382,0.0005884452,0.001109099,0.0005124877,0.0002544627,0.007811472,0.02205548,0.6054965],"study_design_scores_gemma":[0.00009703425,0.000302682,0.002385158,0.5356468,0.002281747,0.003590374,0.001320021,0.0003731574,0.0003351974,0.004276072,0.4493253,0.00006657603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005578892,0.9970242,0.0001987531,0.0005554103,0.0001639031,0.00004661794,0.00003700367,0.000008422372,0.001407828],"genre_scores_gemma":[0.007285487,0.9906241,0.0006917242,0.0007775393,0.00014307,0.0001215379,0.0000446198,0.000004940509,0.0003070187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004172069,"threshold_uncertainty_score":0.0139569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392407790","doi":"10.2196/55508","title":"Assessing the Utility of Multimodal Large Language Models (GPT-4 Vision and Large Language and Vision Assistant) in Identifying Melanoma Across Different Skin Tones","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Computer science; Artificial intelligence; Natural language processing; Computer vision","authors":[{"name":"Katrina Cirone","is_ca":true},{"name":"Mohamed Akrout","is_ca":true},{"name":"Latif Abid","is_ca":false},{"name":"Amanda Oakley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06756033798632126,"gpt":0.4919907083386785,"spread":0.4244303703523573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005627916,0.001234607,0.0004317373,0.001306699,0.0004362781,0.001860311,0.000623741,0.001646711,0.002402367],"category_scores_gemma":[0.02183833,0.0003022913,0.0009832807,0.0004146231,0.0004706902,0.001887488,0.0014795,0.00132359,0.001364635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932972,"about_ca_system_score_gemma":0.0009101406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008224977,"about_ca_topic_score_gemma":0.009161178,"domain_scores_codex":[0.9979401,0.001063255,0.0001155663,0.0004386855,0.000297729,0.000144639],"domain_scores_gemma":[0.9902714,0.007685859,0.000328403,0.0005088146,0.0008566512,0.0003488312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009614641,0.002940883,0.1864857,0.000924028,0.001697935,0.000787448,0.001373393,0.1258149,0.04680328,0.002223716,0.01463323,0.6067008],"study_design_scores_gemma":[0.0002788158,0.00309246,0.06944862,0.0001348584,0.0007228967,0.0009923875,0.001191998,0.8939768,0.02168356,0.004830281,0.003443482,0.0002038406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298211,0.001339281,0.05599892,0.0008576269,0.0001936916,0.0004482395,0.002046148,0.001876416,0.00741859],"genre_scores_gemma":[0.9551077,0.0002516997,0.03993959,0.0004036408,0.00005332812,0.000165115,0.002100115,0.0001250039,0.001853852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008224977,"threshold_uncertainty_score":0.02976364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155836738","doi":"10.2196/25999","title":"Evaluating the Experiences of New and Existing Teledermatology Patients During the COVID-19 Pandemic: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Pandemic; Cross-sectional study; Context (archaeology); Telehealth; Patient satisfaction; Coronavirus disease 2019 (COVID-19); Family medicine; Health care; Telemedicine; Internal medicine; Nursing; Pathology","authors":[{"name":"Judy Hamad","is_ca":false},{"name":"Amy Fox","is_ca":false},{"name":"Maria S. Kammire","is_ca":false},{"name":"Alison Nancy Hollis","is_ca":false},{"name":"Saif Khairat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2697977255196958,"gpt":0.5232398269395359,"spread":0.2534421014198401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001793928,0.0001165049,0.0002698021,0.0006439743,0.0004808377,0.0006290234,0.0002819295,0.0004400478,0.001539447],"category_scores_gemma":[0.0036821,0.0002509647,0.0003047713,0.0006997382,0.0003891707,0.0008649391,0.0007043285,0.0006687489,0.0001582487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058663,"about_ca_system_score_gemma":0.0004087306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627989,"about_ca_topic_score_gemma":0.004565654,"domain_scores_codex":[0.9991292,0.0004085236,0.0001027736,0.0000742256,0.0001332914,0.0001519088],"domain_scores_gemma":[0.9961451,0.00106139,0.001719421,0.00008686633,0.0003070043,0.0006802833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005257985,0.0001740471,0.9938948,0.00003257467,0.00002389696,0.0001009594,0.003108107,0.00003068281,0.0001999605,0.00001500843,0.0001553517,0.002212074],"study_design_scores_gemma":[0.00001149654,0.0006160219,0.9846112,0.00002021425,0.00001335885,0.0003668818,0.01357676,0.0002403661,0.00009647054,0.00001061206,0.0004271151,0.00000949408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996746,0.00003294791,0.00002282398,0.00003621402,0.000001321804,0.00001753724,0.00007374398,6.544055e-7,0.0001402045],"genre_scores_gemma":[0.99964,0.00005679102,0.00008186163,0.00006630026,0.000003726839,0.00002308194,0.00006813564,5.559214e-7,0.00005957952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002627989,"threshold_uncertainty_score":0.009487271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388078979","doi":"10.2196/49280","title":"Evaluation of ChatGPT Dermatology Responses to Common Patient Queries","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Computer science; Information retrieval","authors":[{"name":"Alana Ferreira","is_ca":false},{"name":"Brian Chu","is_ca":false},{"name":"Jane M. Grant‐Kels","is_ca":false},{"name":"Temitayo Ogunleye","is_ca":false},{"name":"Jules B. Lipoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2224496072839383,"gpt":0.4953655900003545,"spread":0.2729159827164163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005057958,0.0005926639,0.0006434513,0.00131944,0.0007374627,0.001370138,0.0007362626,0.001220259,0.005583424],"category_scores_gemma":[0.04409378,0.0001714795,0.0004423677,0.0007052657,0.0003441354,0.0008181444,0.001322039,0.0006401544,0.002540532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530015,"about_ca_system_score_gemma":0.000981183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204605,"about_ca_topic_score_gemma":0.008181001,"domain_scores_codex":[0.9932777,0.004365096,0.0005690525,0.0004474952,0.001108426,0.000232176],"domain_scores_gemma":[0.9398686,0.04845544,0.002000054,0.001685324,0.006123632,0.00186704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04162794,0.01229379,0.2741104,0.007738496,0.001248293,0.005142712,0.03438348,0.008959792,0.05665133,0.001124056,0.05826415,0.4984556],"study_design_scores_gemma":[0.004250304,0.02586625,0.7172353,0.001257144,0.001817625,0.007391746,0.03313562,0.1049914,0.042967,0.001617545,0.05879623,0.0006738832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876062,0.0003102324,0.002052026,0.0004886015,0.0001434168,0.000749142,0.003149695,0.001212221,0.004288382],"genre_scores_gemma":[0.9768747,0.0002975246,0.01070561,0.0007351202,0.0001420347,0.0005807886,0.006328928,0.0001539826,0.004181212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007204605,"threshold_uncertainty_score":0.02674937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392524291","doi":"10.2196/55898","title":"Assessing the Application of Large Language Models in Generating Dermatologic Patient Education Materials According to Reading Level: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Reading (process); Computer science; Linguistics; World Wide Web; Philosophy","authors":[{"name":"Raphaella Lambert","is_ca":false},{"name":"Zi-Yi Choo","is_ca":false},{"name":"Kelsey Gradwohl","is_ca":false},{"name":"Liesl Schroedl","is_ca":false},{"name":"Arlene M. Ruiz de Luzuriaga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105346221337001,"gpt":0.5642744455566059,"spread":0.4537398234229058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04122072,0.0004736829,0.0005722367,0.001539932,0.004113727,0.003780119,0.001861995,0.001100817,0.002306534],"category_scores_gemma":[0.07920951,0.0006258135,0.0005040133,0.0009186596,0.006152785,0.003827388,0.005717668,0.00216088,0.0002963332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005354972,"about_ca_system_score_gemma":0.00607612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004556518,"about_ca_topic_score_gemma":0.006220175,"domain_scores_codex":[0.9702975,0.02455968,0.0007694787,0.001144553,0.001936247,0.001292505],"domain_scores_gemma":[0.9046609,0.08145132,0.004132106,0.001614767,0.005272252,0.00286865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002709518,0.0001142065,0.006397468,0.0001919127,0.000007399552,0.0002558005,0.985008,0.00005660914,0.0007508434,0.0005102897,0.0002592377,0.006421196],"study_design_scores_gemma":[0.00001267142,0.0001355838,0.003404769,0.0001971868,0.00001121436,0.0002146945,0.9906574,0.0003927261,0.0005771664,0.0003339445,0.004037098,0.00002536887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933612,0.0001428368,0.002241579,0.0009864408,0.00001727032,0.0003115822,0.00007069787,0.00001860987,0.002849744],"genre_scores_gemma":[0.995577,0.0001869454,0.002424955,0.0003882128,0.00000554598,0.000381278,0.00004049548,0.00002435274,0.0009711209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04122072,"threshold_uncertainty_score":0.2179986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391623833","doi":"10.2196/50163","title":"Readability and Health Literacy Scores for ChatGPT-Generated Dermatology Public Education Materials: Cross-Sectional Analysis of Sunscreen and Melanoma Questions","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Readability; Cross-sectional study; Health literacy; Medicine; Dermatology; Literacy; Public health; Family medicine; Psychology; Computer science; Political science; Health care; Pedagogy; Nursing; Pathology","authors":[{"name":"Katie Roster","is_ca":false},{"name":"Rebecca Kann","is_ca":false},{"name":"Banu Farabi","is_ca":false},{"name":"Christian Gronbeck","is_ca":false},{"name":"Nicholas Brownstone","is_ca":false},{"name":"Shari R. Lipner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.134385421796613,"gpt":0.490160914199721,"spread":0.3557754924031079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003538413,0.0002751141,0.000483571,0.002066943,0.0003871027,0.0009834386,0.0004776938,0.0007940264,0.003596859],"category_scores_gemma":[0.01110465,0.0004392708,0.001308825,0.001361079,0.0003875912,0.001437602,0.001011401,0.001125323,0.0006855227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532636,"about_ca_system_score_gemma":0.0003082182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717164,"about_ca_topic_score_gemma":0.005184391,"domain_scores_codex":[0.9982261,0.0004428158,0.0003746306,0.000345043,0.000479419,0.000131947],"domain_scores_gemma":[0.9867389,0.004841746,0.005580327,0.0005092851,0.001514223,0.0008154803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914504,0.0003061479,0.9965166,0.00006367828,0.0001437609,0.00002387264,0.0005042128,0.00003743539,0.000108842,0.0000178789,0.0002227407,0.001863464],"study_design_scores_gemma":[0.000008192793,0.0002593985,0.9989504,0.00001891621,0.00004007909,0.00006181146,0.0002722855,0.0001569516,0.00006776727,0.00001424864,0.0001451357,0.000004897648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978211,0.0002376668,0.0001121905,0.00004077427,0.000005640734,0.00007493087,0.001029111,0.00000708994,0.000671586],"genre_scores_gemma":[0.9979673,0.0001217536,0.0002826779,0.00005408804,0.000009886557,0.0001133172,0.001053178,0.000006243007,0.0003914704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003717164,"threshold_uncertainty_score":0.01871318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388014955","doi":"10.2196/50409","title":"Assessing the Accuracy and Comprehensiveness of ChatGPT in Offering Clinical Guidance for Atopic Dermatitis and Acne Vulgaris","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Dermatology; Acne; Preprint; Medicine; Computer science; World Wide Web","authors":[{"name":"Nehal Lakdawala","is_ca":false},{"name":"Leelakrishna Channa","is_ca":false},{"name":"Christian Gronbeck","is_ca":false},{"name":"Nikita Lakdawala","is_ca":false},{"name":"Gillian Weston","is_ca":false},{"name":"Brett Sloan","is_ca":false},{"name":"Hao Feng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05697273054300665,"gpt":0.4202542628118683,"spread":0.3632815322688617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02188098,0.0004906558,0.0008080386,0.003580792,0.0007166622,0.002684712,0.001402339,0.002161138,0.003025787],"category_scores_gemma":[0.1477278,0.0004426786,0.001259906,0.001619554,0.0008328088,0.003290703,0.002082396,0.001287957,0.001058521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144732,"about_ca_system_score_gemma":0.001738733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00805827,"about_ca_topic_score_gemma":0.01478129,"domain_scores_codex":[0.9845844,0.006195835,0.002605524,0.001376326,0.004350273,0.0008875754],"domain_scores_gemma":[0.8791683,0.08363507,0.01015948,0.004631905,0.01960508,0.002800204],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322287,0.0002080619,0.9327602,0.0004215645,0.00031833,0.0003473981,0.001218309,0.00126577,0.0006787653,0.000262908,0.00209574,0.05910065],"study_design_scores_gemma":[0.0001553141,0.001142792,0.9511015,0.001349163,0.001327602,0.003358301,0.002539351,0.0285123,0.002496599,0.0009826135,0.006922515,0.0001118212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694522,0.005733994,0.004732288,0.002208167,0.0002899758,0.0003862174,0.001332908,0.0002403454,0.01562384],"genre_scores_gemma":[0.9904191,0.0009831431,0.006884337,0.0003231563,0.0001238958,0.00006945644,0.0006271962,0.00003170493,0.0005380356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.978119,"threshold_uncertainty_score":0.115719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365509792","doi":"10.2196/42609","title":"Use of Social Media for Patient Education in Dermatology: Narrative Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social media; Infographic; Narrative; Patient education; Subject (documents); Medical education; Promotion (chess); Health care; Dermatology; Medicine; Psychology; Public relations; Family medicine; Political science; Computer science; World Wide Web","authors":[{"name":"Magda Wojtara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2687929926307094,"gpt":0.5238617041061039,"spread":0.2550687114753944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003721378,0.0007567191,0.0009306729,0.00684453,0.0007997074,0.002551134,0.0009080085,0.00146251,0.003686513],"category_scores_gemma":[0.02466475,0.0003751182,0.001143264,0.007666807,0.001034254,0.002945039,0.001454661,0.0008973189,0.0006083953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669129,"about_ca_system_score_gemma":0.005623749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332847,"about_ca_topic_score_gemma":0.003948918,"domain_scores_codex":[0.9958898,0.001849569,0.001148913,0.0002614822,0.0007217604,0.0001283216],"domain_scores_gemma":[0.9751697,0.01953382,0.003407099,0.0002088113,0.001436802,0.0002436967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001513107,0.00005457373,0.0021475,0.6928741,0.0007082881,0.003108661,0.008622233,0.0001729913,0.0005550622,0.00629345,0.03578439,0.2495274],"study_design_scores_gemma":[0.00003212059,0.0001421739,0.002748189,0.6556001,0.001923455,0.007169209,0.007446115,0.00007457598,0.0003793542,0.001331013,0.3231092,0.00004453059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001818077,0.9923658,0.0002312443,0.001944514,0.0005112542,0.0001638733,0.0001984081,0.000007150758,0.002759712],"genre_scores_gemma":[0.01916535,0.9770065,0.0007074579,0.001720819,0.0005069631,0.00028483,0.000121147,0.000005638805,0.000481318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00684453,"threshold_uncertainty_score":0.01968074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154114083","doi":"10.2196/26673","title":"Development of an mHealth App for Patients With Psoriasis Undergoing Biological Treatment: Participatory Design Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Syddansk Universitet; Odense Universitetshospital","keywords":"mHealth; Psoriasis; Participatory design; Citizen journalism; Smartphone app; Mobile apps; Medicine; Computer science; Internet privacy; World Wide Web; Engineering; Nursing; Dermatology; Operations management; Psychological intervention","authors":[{"name":"Bettina Trettin","is_ca":false},{"name":"Dorthe Boe Danbjørg","is_ca":false},{"name":"F. Alan Andersen","is_ca":false},{"name":"Steven R. Feldman","is_ca":false},{"name":"Hanne Agerskov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08091320830308568,"gpt":0.3133051449202552,"spread":0.2323919366171696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04338929,0.000721613,0.0007633785,0.001216955,0.004766682,0.002277442,0.001336283,0.002075666,0.003830269],"category_scores_gemma":[0.04059172,0.0006873914,0.001151567,0.0006764599,0.0028804,0.00264478,0.004158467,0.002246578,0.0004677204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664665,"about_ca_system_score_gemma":0.006357971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092885,"about_ca_topic_score_gemma":0.001868895,"domain_scores_codex":[0.9638718,0.03032194,0.0009444312,0.001692221,0.001279356,0.001890346],"domain_scores_gemma":[0.9584078,0.03260572,0.001478862,0.001589608,0.003407818,0.002510243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00155773,0.01012767,0.02307385,0.003399947,0.0001320295,0.002418544,0.8240937,0.0008734839,0.005261302,0.004038111,0.003516437,0.1215071],"study_design_scores_gemma":[0.003526535,0.0231007,0.02144397,0.003283082,0.0004216829,0.001690157,0.8608286,0.003775566,0.004814684,0.007265198,0.06956711,0.0002826949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9528725,0.0005977575,0.02193022,0.002143564,0.0001610877,0.01708276,0.0001867782,0.0000620554,0.004963222],"genre_scores_gemma":[0.9211472,0.0006858868,0.04585787,0.00175249,0.00005985244,0.02779834,0.0001101017,0.00003898641,0.002549209],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04338929,"threshold_uncertainty_score":0.2294673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285730325","doi":"10.2196/37517","title":"Store-and-Forward Images in Teledermatology: Narrative Literature Review","year":2022,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Concordance; Medical physics; Telemedicine; MEDLINE; Health care","authors":[{"name":"Simon W. Jiang","is_ca":false},{"name":"Michael Seth Flynn","is_ca":false},{"name":"J. Kwock","is_ca":false},{"name":"Matilda W. Nicholas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0228432673672391,"gpt":0.3454055714107412,"spread":0.3225623040435021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003206495,0.0006799368,0.001496091,0.008296804,0.0005483362,0.002547049,0.001398298,0.001757625,0.006105074],"category_scores_gemma":[0.02344641,0.0004662001,0.00157903,0.01072077,0.0010079,0.00318092,0.001171193,0.0009931386,0.0007269727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941072,"about_ca_system_score_gemma":0.00569478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346878,"about_ca_topic_score_gemma":0.005956389,"domain_scores_codex":[0.9967372,0.001121148,0.001088109,0.0002750198,0.0006734096,0.0001051426],"domain_scores_gemma":[0.9752733,0.01923949,0.003790954,0.0002838419,0.001212263,0.0002002306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001689289,0.00006685279,0.001770934,0.7005379,0.0006784172,0.0009416052,0.001266762,0.0001572875,0.0002032522,0.002568299,0.01486026,0.2767796],"study_design_scores_gemma":[0.0000659979,0.000162003,0.005567819,0.8395636,0.004254719,0.005843246,0.001858956,0.0001119362,0.0002427409,0.001170866,0.1411097,0.00004842625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006025169,0.9978995,0.0000880502,0.0003689322,0.000105397,0.0000469361,0.00009491161,0.000003372107,0.0007902511],"genre_scores_gemma":[0.008045194,0.99051,0.0003223614,0.000635521,0.0001894676,0.0001013602,0.00008465067,0.000003344434,0.0001080549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008296804,"threshold_uncertainty_score":0.02042347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157687642","doi":"10.2196/27712","title":"Google Trends in Dermatology: Scoping Review of the Literature","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Specialty; Social media; MEDLINE; Analytics; Medicine; Dermatology; Family medicine; Data science; Computer science; World Wide Web; Political science","authors":[{"name":"Torunn E Sivesind","is_ca":false},{"name":"Mindy D Szeto","is_ca":false},{"name":"William Kim","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01484019258474084,"gpt":0.3388201435671755,"spread":0.3239799509824347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01736305,0.001868114,0.00543789,0.06054305,0.001369637,0.004446684,0.002561945,0.002748525,0.01003816],"category_scores_gemma":[0.07158082,0.001386527,0.005968723,0.04380557,0.001470882,0.005148299,0.003602606,0.001680758,0.001481561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005852701,"about_ca_system_score_gemma":0.03200661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158724,"about_ca_topic_score_gemma":0.02910387,"domain_scores_codex":[0.9880927,0.002962654,0.005520656,0.000633643,0.002349503,0.0004406648],"domain_scores_gemma":[0.9266744,0.04880726,0.01181835,0.001367761,0.01052029,0.0008119653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000100592,0.00002447381,0.0007355497,0.8826147,0.001177107,0.000199898,0.0005579558,0.0001291819,0.0001872744,0.0008269298,0.009883862,0.1035625],"study_design_scores_gemma":[0.00002229563,0.00004389866,0.00110943,0.9612164,0.003495824,0.0002417094,0.0003664502,0.00005229357,0.00008489178,0.0003521204,0.03299754,0.00001712069],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009292723,0.9916003,0.0005130471,0.001607157,0.0005786873,0.001105663,0.001918961,0.00004121232,0.001705606],"genre_scores_gemma":[0.00544074,0.9898201,0.001198762,0.00071553,0.000246406,0.001285986,0.0009810233,0.00001842948,0.0002928944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06054305,"threshold_uncertainty_score":0.09182572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392063639","doi":"10.2196/48451","title":"Potential Use of ChatGPT in Responding to Patient Questions and Creating Patient Resources","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Burnout; Patient care; Work (physics); Psychology; Internet privacy; Medicine; Nursing; World Wide Web; Engineering","authors":[{"name":"Kelly A. Reynolds","is_ca":false},{"name":"Trilokraj Tejasvi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05967172197820888,"gpt":0.398161988806268,"spread":0.3384902668280592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01417506,0.001057882,0.0004672538,0.001240394,0.0008908398,0.002435451,0.002190505,0.002133477,0.01302794],"category_scores_gemma":[0.04609949,0.0004724962,0.0006901204,0.0005880968,0.001539047,0.003050973,0.003187242,0.001223677,0.003937701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705741,"about_ca_system_score_gemma":0.001187262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008853459,"about_ca_topic_score_gemma":0.001578648,"domain_scores_codex":[0.9905344,0.007528333,0.0003345324,0.0004901999,0.0007981966,0.0003142758],"domain_scores_gemma":[0.9312842,0.06013614,0.001221418,0.003489154,0.002187358,0.001681646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005670397,0.001820042,0.0196487,0.004292307,0.0002443821,0.007378157,0.04984307,0.007200347,0.05602467,0.02572162,0.06902976,0.7531266],"study_design_scores_gemma":[0.001964324,0.006886577,0.01780358,0.003605134,0.0007060926,0.01657999,0.01659202,0.1681543,0.1199287,0.0876235,0.5590068,0.001149076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1455908,0.001696671,0.7433893,0.01292779,0.001472036,0.003420011,0.001586976,0.03394951,0.05596687],"genre_scores_gemma":[0.4840741,0.0006430888,0.4884467,0.004040348,0.000426399,0.002316613,0.0009238602,0.00161619,0.0175126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01417506,"threshold_uncertainty_score":0.07496578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187920949","doi":"10.2196/20975","title":"Identifying and Responding to Health Misinformation on Reddit Dermatology Forums With Artificially Intelligent Bots Using Natural Language Processing: Design and Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Misinformation; Computer science; Test (biology); Internet privacy; Set (abstract data type); Health communication; Computer security; Psychology; Communication","authors":[{"name":"Monique A Sager","is_ca":false},{"name":"Aditya Kashyap","is_ca":false},{"name":"Mila Tamminga","is_ca":false},{"name":"Sadhana Ravoori","is_ca":false},{"name":"Chris Callison-Burch","is_ca":false},{"name":"Jules B. Lipoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0980858472792489,"gpt":0.4399093168145304,"spread":0.3418234695352815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006490837,0.001209245,0.0006643846,0.0005600752,0.0003969214,0.0007071149,0.001469769,0.001498188,0.001407308],"category_scores_gemma":[0.01363839,0.000541269,0.0007281902,0.0002419792,0.001113339,0.001078479,0.0008366354,0.00127217,0.0005069784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291754,"about_ca_system_score_gemma":0.001526273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008378924,"about_ca_topic_score_gemma":0.00761502,"domain_scores_codex":[0.9970511,0.001845184,0.000207467,0.0004512905,0.0002588176,0.0001860159],"domain_scores_gemma":[0.9798439,0.01549501,0.001228006,0.0009803994,0.00193432,0.0005183751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01912558,0.0240441,0.1055744,0.005492382,0.00114717,0.0012951,0.00351926,0.4281267,0.07441967,0.003065555,0.008206465,0.3259836],"study_design_scores_gemma":[0.000908276,0.0103399,0.01390286,0.00009276655,0.0003444385,0.0002139204,0.0003715756,0.9516973,0.01935028,0.001155712,0.001536719,0.0000861494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610155,0.0002413148,0.03281364,0.0002793681,0.00007486936,0.002788973,0.0003894405,0.001076531,0.001320295],"genre_scores_gemma":[0.9406961,0.000122502,0.05414913,0.0003116739,0.00002733543,0.002379908,0.0006375173,0.00005756658,0.001618121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008378924,"threshold_uncertainty_score":0.03432727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001674321","doi":"10.2196/16978","title":"Evaluation of Spin in the Abstracts of Systematic Reviews and Meta-Analyses Focused on the Treatment of Acne Vulgaris: Cross-Sectional Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Systematic review; Acne; Medicine; Meta-analysis; MEDLINE; Sample size determination; Dermatology; Internal medicine; Biology; Statistics; Mathematics","authors":[{"name":"Ryan Ottwell","is_ca":false},{"name":"Taylor Rogers","is_ca":false},{"name":"Jon Anderson","is_ca":false},{"name":"Austin Johnson","is_ca":false},{"name":"Matt Vassar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4267697247602999,"gpt":0.4853271264261513,"spread":0.05855740166585138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2431897,0.004486444,0.02907184,0.03058739,0.002012964,0.008685699,0.003719036,0.003778178,0.005601076],"category_scores_gemma":[0.4586112,0.00344266,0.0552562,0.0253976,0.003592524,0.00724213,0.005731722,0.002997461,0.0006522916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077363,"about_ca_system_score_gemma":0.007860283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068083,"about_ca_topic_score_gemma":0.005521053,"domain_scores_codex":[0.5674413,0.1605004,0.2160238,0.0201148,0.03416244,0.001757343],"domain_scores_gemma":[0.3362852,0.5001816,0.1173869,0.02137553,0.02316818,0.001602729],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.001685238,0.00003485705,0.02354297,0.4548698,0.5078419,0.0002946632,0.0004564724,0.0003512754,0.0002903936,0.0003567582,0.0006314479,0.009644275],"study_design_scores_gemma":[0.001551852,0.0009083682,0.03273336,0.09812529,0.8560813,0.0008470465,0.0004985883,0.00118109,0.000713385,0.002059201,0.005115423,0.0001850051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03951276,0.9104831,0.02274486,0.001140056,0.001588503,0.01361873,0.008920003,0.0002895894,0.00170238],"genre_scores_gemma":[0.6551469,0.2251394,0.04922318,0.002471612,0.001227837,0.05916725,0.006481038,0.0002521292,0.000890689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7568103,"threshold_uncertainty_score":0.9332818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285361553","doi":"10.2196/33851","title":"Emojis and Emoticons in Health Care and Dermatology Communication: Narrative Review","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Digital Communication and Language","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Health care; Narrative; Social media; Mental health; Psychological intervention; Psychology; Health communication; Medicine; Internet privacy; Medical education; Nursing; Psychiatry; Computer science; Political science","authors":[{"name":"Mindy D Szeto","is_ca":false},{"name":"Cara Barber","is_ca":false},{"name":"Varun K. Ranpariya","is_ca":false},{"name":"Jarett Anderson","is_ca":false},{"name":"Jonny Hatch","is_ca":false},{"name":"Jordan Ward","is_ca":false},{"name":"Megan N Aguilera","is_ca":false},{"name":"Shahzeb Hassan","is_ca":false},{"name":"Austin Hamp","is_ca":false},{"name":"Tyler D. Coolman","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01385290659132964,"gpt":0.3126753712913927,"spread":0.2988224647000631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506307,0.0007418119,0.001064199,0.005936048,0.00077016,0.002395702,0.0009329222,0.001759503,0.003739634],"category_scores_gemma":[0.0153405,0.0003621491,0.001261807,0.007365829,0.0009377255,0.002557227,0.001387132,0.001007078,0.0005024902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889089,"about_ca_system_score_gemma":0.00651256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370455,"about_ca_topic_score_gemma":0.004933536,"domain_scores_codex":[0.9974419,0.00118535,0.0006369488,0.0001877928,0.0004142055,0.0001337079],"domain_scores_gemma":[0.9842288,0.01252205,0.002073915,0.0001213752,0.0008360329,0.0002177894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002136207,0.00008821533,0.002366096,0.631254,0.0008201526,0.001695391,0.005782677,0.0002133078,0.0003725004,0.007390978,0.0302222,0.3195808],"study_design_scores_gemma":[0.00004338337,0.000163063,0.006396367,0.6733937,0.002709651,0.005134532,0.006335835,0.00009372265,0.0002689593,0.001682332,0.3037232,0.000055219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008222943,0.9969521,0.00007017978,0.0007874134,0.0001825729,0.00002503693,0.00004647266,0.000003173937,0.001110769],"genre_scores_gemma":[0.01016501,0.9878852,0.0002625929,0.001007648,0.0003301134,0.00007155802,0.00005052518,0.000002325211,0.0002249957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005936048,"threshold_uncertainty_score":0.01370639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366381469","doi":"10.2196/43395","title":"Store-and-Forward Teledermatology for Assessing Skin Cancer in 2023: Literature Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Skin cancer; Concordance; MEDLINE; Skin lesion; Medical physics; Dermatology; Telemedicine; Health care; Cancer; Internal medicine","authors":[{"name":"Leah Jones","is_ca":false},{"name":"Amanda Oakley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04238865908983609,"gpt":0.4088993339293339,"spread":0.3665106748394978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881596,0.001026846,0.002534621,0.008002661,0.0004364428,0.001488385,0.001438137,0.001358095,0.005889851],"category_scores_gemma":[0.007348807,0.0004694016,0.002265748,0.009943791,0.0005400383,0.001721466,0.0006373318,0.0007723498,0.0007770986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396247,"about_ca_system_score_gemma":0.004226128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005210604,"about_ca_topic_score_gemma":0.00900194,"domain_scores_codex":[0.9987696,0.0002579436,0.0004781224,0.0001401384,0.0003008441,0.00005333266],"domain_scores_gemma":[0.9937407,0.004198067,0.001170133,0.00008309223,0.0007058675,0.000102017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001394591,0.00005371564,0.0007101847,0.6086838,0.0008653838,0.0002794953,0.0001943368,0.0001399991,0.0002992283,0.0004371069,0.009218273,0.3789791],"study_design_scores_gemma":[0.0001112013,0.0004073778,0.009679665,0.7665544,0.01193716,0.004377129,0.0006687455,0.0001583775,0.000562538,0.0006744651,0.2048102,0.00005874876],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001131247,0.9995489,0.00001930387,0.00007420772,0.00004287978,0.00001154218,0.00002363487,0.000002132801,0.0001642003],"genre_scores_gemma":[0.0009985053,0.9986849,0.000101864,0.00008781212,0.0000371971,0.00001371442,0.00002524329,7.900072e-7,0.00005002592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008002661,"threshold_uncertainty_score":0.01970357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391560863","doi":"10.2196/51962","title":"The Potential of Exercise on Lifestyle and Skin Function: Narrative Review","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Skin Aging; Medicine; Physiology; Internal medicine; Endocrinology; Dermatology","authors":[{"name":"Ryosuke Oizumi","is_ca":false},{"name":"Yoshie Sugimoto","is_ca":false},{"name":"Hiromi Aibara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00847283588288116,"gpt":0.2946843417136645,"spread":0.2862115058307834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008386173,0.0009506843,0.001853387,0.004834241,0.0003697745,0.001714468,0.001085621,0.001366097,0.004048381],"category_scores_gemma":[0.003680533,0.0003233616,0.001768851,0.005519446,0.000473141,0.001634912,0.0007237866,0.0007512634,0.0004384186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063446,"about_ca_system_score_gemma":0.002567701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019075,"about_ca_topic_score_gemma":0.003741707,"domain_scores_codex":[0.9994681,0.0001174511,0.00017538,0.00008381233,0.0001160261,0.00003919725],"domain_scores_gemma":[0.9973215,0.001901708,0.0004825158,0.00002867794,0.0002106804,0.0000548697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000179729,0.00007534,0.001087582,0.6661935,0.001261353,0.0006095779,0.0003685455,0.0002345873,0.0004248593,0.001360139,0.01095783,0.317247],"study_design_scores_gemma":[0.00006467961,0.0003266795,0.01009391,0.6313669,0.01093247,0.00539069,0.0008873365,0.0001995552,0.0004775436,0.001620225,0.3385621,0.00007800772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002877356,0.9991102,0.00002801567,0.0001254578,0.00008964509,0.000009200946,0.00003805511,0.000001660336,0.000310171],"genre_scores_gemma":[0.002056294,0.9974588,0.00007149484,0.0001516757,0.0001257166,0.00001424981,0.00003353274,7.783721e-7,0.0000874836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004834241,"threshold_uncertainty_score":0.01354319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012937626","doi":"10.2196/18438","title":"Skin Lesion Classification With Deep Convolutional Neural Network: Process Development and Validation","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Convolutional neural network; Skin cancer; Deep learning; Artificial intelligence; Computer science; Stage (stratigraphy); Artificial neural network; Cancer; Skin lesion; Process (computing); Lesion; Pattern recognition (psychology); Machine learning; Dermatology; Medicine; Pathology; Internal medicine; Biology","authors":[{"name":"Arnab Ray","is_ca":false},{"name":"Aman Gupta","is_ca":false},{"name":"Amutha Al","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03517673269553142,"gpt":0.2803862478007585,"spread":0.2452095151052271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003036277,0.0013447,0.0006395278,0.0009830404,0.0004585854,0.0007470076,0.001329146,0.001203616,0.002503187],"category_scores_gemma":[0.004490541,0.0004495103,0.0009152762,0.0005398878,0.0005181442,0.000648887,0.0009155431,0.001442996,0.0009783314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800788,"about_ca_system_score_gemma":0.001596848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150141,"about_ca_topic_score_gemma":0.01537905,"domain_scores_codex":[0.9991781,0.0001593069,0.00006902804,0.0002384982,0.0002059184,0.0001490272],"domain_scores_gemma":[0.997357,0.0007573773,0.0002022021,0.0004003136,0.001184159,0.00009884615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007659365,0.001206516,0.02384397,0.0002965788,0.000264473,0.0002008971,0.0001292446,0.5905571,0.02086861,0.0009628183,0.004799924,0.356104],"study_design_scores_gemma":[0.00001595598,0.0001202084,0.001864677,0.00001419699,0.00002297616,0.00002735638,0.00001260456,0.9853537,0.01193477,0.0002741989,0.0003511469,0.000008063936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7183841,0.00163784,0.2636053,0.0004168212,0.0002760692,0.001116862,0.001719438,0.008075553,0.004768021],"genre_scores_gemma":[0.9042419,0.0001942151,0.0898791,0.0001327304,0.0000216299,0.0003698517,0.00232849,0.0001278144,0.002704186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150141,"threshold_uncertainty_score":0.04275256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385237798","doi":"10.2196/48140","title":"Short-Form Medical Media: A Multi-Platform Analysis of Acne Treatment Information in TikTok Videos, Instagram Reels, and YouTube Shorts","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health","keywords":"Internet privacy; Computer science; Social media; Medical information; Advertising; Multimedia; World Wide Web; Information retrieval; Business","authors":[{"name":"Christopher J Thang","is_ca":false},{"name":"David Gárate","is_ca":false},{"name":"Joseph Thang","is_ca":false},{"name":"Jules B. Lipoff","is_ca":false},{"name":"John S. Barbieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1093308630062007,"gpt":0.4271120368299588,"spread":0.3177811738237581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007469868,0.0005148187,0.0002745193,0.006529938,0.0005758379,0.001421415,0.0002854129,0.0006049135,0.004876072],"category_scores_gemma":[0.00625902,0.0001084385,0.0004797443,0.004036016,0.0002079299,0.001691794,0.001238216,0.000454583,0.002763644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786697,"about_ca_system_score_gemma":0.0005182758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622518,"about_ca_topic_score_gemma":0.03218839,"domain_scores_codex":[0.9993248,0.0001528706,0.00007414412,0.00007724391,0.000249388,0.0001216912],"domain_scores_gemma":[0.9946203,0.002655063,0.0008584892,0.0002230387,0.001261025,0.0003821793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003351436,0.001614803,0.5716217,0.003042021,0.0006218118,0.001816232,0.008269677,0.001189977,0.01340345,0.001631794,0.08833883,0.3050984],"study_design_scores_gemma":[0.00004677722,0.0005111734,0.939384,0.0003214165,0.000244198,0.0007103921,0.01125634,0.008664296,0.002932021,0.0005540792,0.03526634,0.0001090239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070899,0.0008375311,0.0009291744,0.0005520876,0.0002104928,0.0004086257,0.08060968,0.0004104287,0.008952071],"genre_scores_gemma":[0.8267171,0.001035895,0.005958925,0.0003115424,0.0004233915,0.0006060808,0.1509047,0.0002379423,0.01380443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622518,"threshold_uncertainty_score":0.03226149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977618142","doi":"10.2196/11015","title":"Applying an Author-Weighted Scheme to Identify the Most Influential Countries in Research Achievements on Skin Cancer: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Observational study; Skin cancer; Distribution (mathematics); Microsoft excel; Cancer; Medicine; Geography; Computer science; Pathology; Mathematics","authors":[{"name":"Tsair‐Wei Chien","is_ca":false},{"name":"Hsien‐Yi Wang","is_ca":false},{"name":"Feng‐Jie Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.190610260153391,"gpt":0.5038584215899314,"spread":0.3132481614365404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01648257,0.0009906136,0.001393852,0.0149538,0.001010414,0.002164264,0.001532924,0.0009863197,0.006084456],"category_scores_gemma":[0.07778012,0.0005350803,0.003593676,0.02387446,0.0007578762,0.003248349,0.00251378,0.0009040436,0.001350175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008809591,"about_ca_system_score_gemma":0.001607264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003998153,"about_ca_topic_score_gemma":0.004417783,"domain_scores_codex":[0.9804114,0.006871011,0.005330088,0.003229053,0.003006213,0.001152246],"domain_scores_gemma":[0.9185808,0.03487357,0.03111785,0.005403761,0.00753443,0.002489582],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000323312,0.00003295063,0.9924577,0.0004470152,0.001007732,0.000086611,0.0004153993,0.0002759833,0.0001089964,0.0001510431,0.0006603483,0.004032844],"study_design_scores_gemma":[0.0001824968,0.0004737116,0.9679901,0.0005420907,0.004138334,0.001349491,0.003843959,0.01280275,0.0006835448,0.002237318,0.005657307,0.00009891474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698165,0.004255681,0.01090165,0.0004462182,0.0001455199,0.0007403199,0.01144108,0.00009348155,0.002159549],"genre_scores_gemma":[0.9914655,0.0005319515,0.004173879,0.00007244257,0.00004629794,0.0004719216,0.00274006,0.00003519543,0.0004626698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9850462,"threshold_uncertainty_score":0.08716923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152609024","doi":"10.2196/22789","title":"Does Wearing a Face Mask During the COVID-19 Pandemic Increase the Incidence of Dermatological Conditions in Health Care Workers? Narrative Literature Review","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Personal protective equipment; Pandemic; Dermatology; Transmission (telecommunications); Face masks; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pneumonia; Incidence (geometry); Health care; Dermatological diseases; Disease; Pathology; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Robyn‐Jenia Wilcha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0179629107827796,"gpt":0.3512357288375299,"spread":0.3332728180547503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001942481,0.0006341034,0.001470551,0.008542351,0.0005459714,0.001812061,0.0009527117,0.001499104,0.004751388],"category_scores_gemma":[0.01554838,0.0004155962,0.00206463,0.008891666,0.0006757943,0.002242403,0.0009045661,0.0008941286,0.0004358139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501381,"about_ca_system_score_gemma":0.005910579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006122616,"about_ca_topic_score_gemma":0.01127127,"domain_scores_codex":[0.9980803,0.0004209647,0.0008732554,0.0002351851,0.0003160071,0.00007437295],"domain_scores_gemma":[0.9866954,0.009560533,0.002453655,0.0001258198,0.001011595,0.0001530629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001830246,0.00004103421,0.005380498,0.8219702,0.001863032,0.001121477,0.001675344,0.0001501699,0.0002281589,0.001609155,0.01785583,0.1479222],"study_design_scores_gemma":[0.00004268999,0.0001308374,0.01316375,0.8324709,0.009022417,0.004260852,0.002399549,0.00009798393,0.0001979366,0.0007686734,0.1373779,0.00006648799],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001736662,0.9946874,0.0001038225,0.001065905,0.000226206,0.00008621348,0.0009208548,0.000006185841,0.001166734],"genre_scores_gemma":[0.009412162,0.9888067,0.0001934998,0.0008335763,0.0002168691,0.0000833845,0.0003273758,0.000002861395,0.0001236287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008542351,"threshold_uncertainty_score":0.01589495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398153766","doi":"10.2196/50143","title":"Nutrition, Obesity, and Seborrheic Dermatitis: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Seborrheic dermatitis; Preprint; Seborrhoeic dermatitis; Dermatology; Obesity; Medicine; Computer science; Internal medicine; World Wide Web","authors":[{"name":"Emily Woolhiser","is_ca":false},{"name":"Noah Keime","is_ca":false},{"name":"Arya Patel","is_ca":false},{"name":"Isaac Weber","is_ca":false},{"name":"Madeline Adelman","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02379717349552196,"gpt":0.3701648301098468,"spread":0.3463676566143248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002968721,0.001195718,0.006272054,0.008230576,0.0004818396,0.001727377,0.001427601,0.001444225,0.004721456],"category_scores_gemma":[0.0123232,0.0007680349,0.005147785,0.01127855,0.0005795239,0.001443507,0.000961741,0.0006656934,0.0002550502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862141,"about_ca_system_score_gemma":0.006424796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00863663,"about_ca_topic_score_gemma":0.02277444,"domain_scores_codex":[0.9978486,0.0005969608,0.0008867133,0.0002178367,0.000348267,0.0001016298],"domain_scores_gemma":[0.988803,0.007090732,0.002934523,0.0001263395,0.0008695521,0.0001758738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002271581,0.0000217202,0.002384773,0.9651936,0.01085874,0.0001705621,0.000108555,0.00008432668,0.0001024119,0.00009554472,0.001191429,0.01956096],"study_design_scores_gemma":[0.0004986151,0.0004276844,0.02275258,0.7867931,0.1682094,0.00117137,0.0004451945,0.0001690472,0.0001957249,0.0002816002,0.01899109,0.00006474871],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001893394,0.9972591,0.0000573047,0.0001298331,0.00005741421,0.0001198451,0.0003278223,0.000004673102,0.0001505664],"genre_scores_gemma":[0.01638707,0.9822792,0.0003258917,0.0002787728,0.00006777263,0.0002826093,0.0002521473,0.000002661152,0.0001239925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00863663,"threshold_uncertainty_score":0.01717269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127184847","doi":"10.2196/24737","title":"Risks and Benefits of Using Social Media in Dermatology: Cross-sectional Questionnaire Study","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social media; Optimism; Medicine; Cross-sectional study; Cohort; Family medicine; Perception; Computer-assisted web interviewing; Psychology; Social psychology","authors":[{"name":"Moshe Y. Bressler","is_ca":false},{"name":"Eugene Grudnikoff","is_ca":false},{"name":"Yaakov Bressler","is_ca":false},{"name":"Rebecca Tamez","is_ca":false},{"name":"John G. Zampella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2201394912523173,"gpt":0.4786274045747285,"spread":0.2584879133224113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002652496,0.0002213491,0.000298283,0.001106214,0.0005569538,0.0008068198,0.0003741402,0.0007218124,0.001794068],"category_scores_gemma":[0.005332835,0.0005545346,0.0006218054,0.001027899,0.0003403542,0.00111247,0.0007224563,0.0009118493,0.0004625105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465926,"about_ca_system_score_gemma":0.0004047311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310181,"about_ca_topic_score_gemma":0.003240157,"domain_scores_codex":[0.9985712,0.0004775629,0.0002374927,0.0001717324,0.00037328,0.0001687777],"domain_scores_gemma":[0.9935198,0.001752882,0.003058944,0.0002260868,0.0006327213,0.000809528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001972061,0.0001545661,0.9985311,0.00001632185,0.00002268094,0.00004062979,0.0003668687,0.00001465298,0.00004806985,0.00000693793,0.00006234611,0.000716013],"study_design_scores_gemma":[0.000005013564,0.0002910028,0.9976834,0.00001373723,0.00001697546,0.0002654173,0.001354072,0.0001157071,0.00003003177,0.00000847501,0.0002110156,0.000005234136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999241,0.00008900961,0.00004588205,0.00004621511,0.000003314648,0.00004514824,0.0002113122,0.000002069764,0.0003160052],"genre_scores_gemma":[0.9992682,0.0001244252,0.0001538725,0.00007610024,0.000007103893,0.00004739455,0.0001628039,0.000001629602,0.000158439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002652496,"threshold_uncertainty_score":0.01402789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185954846","doi":"10.2196/29282","title":"Global Burden of Skin Disease Representation in the Literature: Bibliometric Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Burden of disease; Disease; Dermatology; Bibliometrics; Psoriasis; Disease burden; Gerontology; Pathology; Library science","authors":[{"name":"Kayd J Pulsipher","is_ca":false},{"name":"Mindy D Szeto","is_ca":false},{"name":"Chandler W. Rundle","is_ca":false},{"name":"Colby L. Presley","is_ca":false},{"name":"Melissa Laughter","is_ca":false},{"name":"Robert P. Dellavalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01381106663238247,"gpt":0.3214766952604405,"spread":0.307665628628058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01389745,0.0007114402,0.002636467,0.1612736,0.001197942,0.004932904,0.001044768,0.0008057595,0.003953159],"category_scores_gemma":[0.09605219,0.0003644314,0.003539171,0.1737607,0.001077929,0.003770748,0.002879989,0.0005506982,0.0006352806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928456,"about_ca_system_score_gemma":0.004101799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159323,"about_ca_topic_score_gemma":0.004248239,"domain_scores_codex":[0.9781873,0.005128055,0.006865323,0.002096443,0.007098315,0.0006244694],"domain_scores_gemma":[0.8682427,0.08808839,0.02686791,0.003174364,0.01234489,0.001281861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005088003,0.0001199755,0.7551296,0.05123412,0.009488204,0.0008656871,0.003340672,0.001722299,0.001589869,0.002560425,0.01141038,0.1620299],"study_design_scores_gemma":[0.0001117259,0.0002711125,0.8974477,0.01450021,0.01152035,0.004074329,0.008193562,0.004278401,0.001013808,0.006968145,0.05143876,0.000181822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6600271,0.2113109,0.004489737,0.005384981,0.0003487439,0.00108164,0.1001024,0.0004352503,0.01681937],"genre_scores_gemma":[0.8922976,0.07127438,0.007788259,0.0003301411,0.0004350857,0.0008570733,0.02626821,0.00007511111,0.0006741266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8387264,"threshold_uncertainty_score":0.07349759,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4388916822","doi":"10.2196/49278","title":"A Mobile Health App for Facilitating Disease Management in Children With Atopic Dermatitis: Feasibility and Impact Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Mobile apps; Observational study; App store; Rating scale; Quality of life (healthcare); Disease management; Disease; Smartphone app; Physical therapy; Family medicine; Psychology; Nursing; World Wide Web; Internal medicine","authors":[{"name":"Alex Zvulunov","is_ca":false},{"name":"Stepan Lenevich","is_ca":false},{"name":"Н. Б. Мигачева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0214089189973191,"gpt":0.3577247957424053,"spread":0.3363158767450862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004814475,0.0006087846,0.000633181,0.001082835,0.0009071732,0.0008800602,0.0005102234,0.0006862002,0.002832891],"category_scores_gemma":[0.009189126,0.0004461255,0.001211247,0.0004657659,0.0006983991,0.00111686,0.001115222,0.000962257,0.0004754544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008077945,"about_ca_system_score_gemma":0.002595601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607312,"about_ca_topic_score_gemma":0.006081029,"domain_scores_codex":[0.9972417,0.001252156,0.0002546701,0.0002061736,0.000622045,0.0004232165],"domain_scores_gemma":[0.995298,0.002327129,0.0006408649,0.0002293071,0.0007950242,0.0007097017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008813934,0.1414258,0.6487458,0.002894839,0.0004184233,0.004482969,0.01861909,0.0003856313,0.005779636,0.0004762583,0.00267648,0.1652812],"study_design_scores_gemma":[0.005536654,0.1570638,0.8048536,0.0005651133,0.0006102631,0.004164151,0.01714829,0.001469818,0.001809069,0.0001591705,0.006505789,0.0001142883],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950314,0.0001345662,0.000229548,0.0001056927,0.00001129123,0.003339909,0.000189996,0.00001318921,0.0009444194],"genre_scores_gemma":[0.9872007,0.0006819945,0.004976776,0.0002008088,0.00003292358,0.006007385,0.000272672,0.000008771576,0.0006179125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004814475,"threshold_uncertainty_score":0.02546167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382175410","doi":"10.2196/46295","title":"An mHealth App (eSkinHealth) for Detecting and Managing Skin Diseases in Resource-Limited Settings: Mixed Methods Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; Japan Agency for Medical Research and Development","keywords":"Teledermatology; Medicine; Usability; Health care; mHealth; Intervention (counseling); Family medicine; Telemedicine; Nursing; Psychological intervention; Computer science","authors":[{"name":"Rie Yotsu","is_ca":false},{"name":"Diabaté Almamy","is_ca":false},{"name":"Bamba Vagamon","is_ca":false},{"name":"Kazuko Ugai","is_ca":false},{"name":"Sakiko Itoh","is_ca":false},{"name":"Yao Didier Koffi","is_ca":false},{"name":"M. Kaloga","is_ca":false},{"name":"Ligué Agui Sylvestre Dizoé","is_ca":false},{"name":"Kouamé Kouadio","is_ca":false},{"name":"N’guetta Aka","is_ca":false},{"name":"Luc Kowaci Gontran Yeboue","is_ca":false},{"name":"Koffi Aubin Yao","is_ca":false},{"name":"Ronald E. Blanton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05062844750707175,"gpt":0.424191562284344,"spread":0.3735631147772723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01965653,0.001225291,0.001376917,0.0009495921,0.002281605,0.001571405,0.001321081,0.001398598,0.004185514],"category_scores_gemma":[0.01763439,0.001082815,0.001523917,0.0006964848,0.001149191,0.001940843,0.001598528,0.001328849,0.0005642865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133324,"about_ca_system_score_gemma":0.003943475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346119,"about_ca_topic_score_gemma":0.006491003,"domain_scores_codex":[0.990602,0.006151333,0.0008536008,0.0006746533,0.0009557351,0.0007627236],"domain_scores_gemma":[0.98593,0.008853669,0.001178489,0.0008147756,0.00214306,0.001079983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03197382,0.4141709,0.09242354,0.01590556,0.001617662,0.002014101,0.1026058,0.0009694446,0.01045281,0.0009855271,0.00479318,0.3220876],"study_design_scores_gemma":[0.04814545,0.6611947,0.1888681,0.002781766,0.001997457,0.0008232507,0.0735618,0.002913214,0.004697568,0.001037787,0.01360911,0.0003696725],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754407,0.0003233959,0.001285262,0.0002247418,0.0000565269,0.02128718,0.0002896293,0.00003129915,0.001061147],"genre_scores_gemma":[0.898928,0.00144542,0.01801697,0.001589717,0.0001270121,0.0776296,0.0003318677,0.00002699418,0.00190456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965653,"threshold_uncertainty_score":0.1039549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399455542","doi":"10.2196/48811","title":"Efficacy of an Artificial Intelligence App (Aysa) in Dermatological Diagnosis: Cross-Sectional Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Cross-sectional study; Sunscreening Agents; Dermatology; Medicine; Computer science; World Wide Web; Pathology; Skin cancer","authors":[{"name":"Shiva Shankar Marri","is_ca":false},{"name":"Warood Albadri","is_ca":false},{"name":"Mohammed Salman Hyder","is_ca":false},{"name":"Ajit B Janagond","is_ca":false},{"name":"Arun C. Inamadar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03916212260616856,"gpt":0.3648515988482846,"spread":0.325689476242116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008501651,0.00027102,0.0004943049,0.001039377,0.0005954825,0.001133438,0.0004916956,0.0007128865,0.001631084],"category_scores_gemma":[0.02545374,0.0004064181,0.001076161,0.0006135657,0.0006180762,0.001190315,0.0007497254,0.001145143,0.0005198692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629305,"about_ca_system_score_gemma":0.0004414881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490158,"about_ca_topic_score_gemma":0.001384092,"domain_scores_codex":[0.9957995,0.001991304,0.0006262679,0.0004986552,0.0008504102,0.0002338365],"domain_scores_gemma":[0.96393,0.02128613,0.007932354,0.001218678,0.004487785,0.001145167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004773937,0.0009098198,0.9930909,0.0001101086,0.000128183,0.0001216888,0.001664641,0.00007325804,0.0001990527,0.00002736832,0.0001719776,0.003025577],"study_design_scores_gemma":[0.00004260546,0.006985573,0.9839389,0.0001041449,0.0002638012,0.0008566636,0.004820751,0.001370966,0.0006461754,0.00004027826,0.0009011945,0.00002908389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992072,0.000118057,0.00009072237,0.00003178711,0.000006258614,0.0001015301,0.0001370341,0.00000362905,0.0003037351],"genre_scores_gemma":[0.9992303,0.0001027901,0.0002252362,0.00004780989,0.00000819129,0.0000934432,0.0001432533,0.000002969556,0.0001460885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008501651,"threshold_uncertainty_score":0.04496157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382315483","doi":"10.2196/45368","title":"Investigating the Role of Upward Comparisons and Self-compassion on Stigma in People With Acne: Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Sheffield","keywords":"Psychology; Feeling; Social media; Distress; Self-compassion; Mediation; Psychological intervention; Stigma (botany); Social comparison theory; Clinical psychology; Social psychology; Mindfulness; Psychiatry","authors":[{"name":"Kate Adkins","is_ca":false},{"name":"Paul G. Overton","is_ca":false},{"name":"Julia Moses","is_ca":false},{"name":"Andrew R. Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01744933540977637,"gpt":0.3207153759377407,"spread":0.3032660405279644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00243985,0.0001952889,0.0003284383,0.0006007631,0.0009428055,0.0008492603,0.0002386439,0.0005899714,0.001740216],"category_scores_gemma":[0.003777505,0.0004774814,0.0006852918,0.0004746868,0.0004780775,0.0007895698,0.0008632467,0.001107009,0.0002522851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450433,"about_ca_system_score_gemma":0.00050277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446002,"about_ca_topic_score_gemma":0.004699313,"domain_scores_codex":[0.9992265,0.0003335818,0.00008350456,0.0001173383,0.0001431566,0.00009595828],"domain_scores_gemma":[0.997294,0.0006347845,0.00100466,0.0002454476,0.0004444701,0.0003764666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004065284,0.0001888404,0.9959773,0.00002950047,0.00004634136,0.00003790006,0.001815018,0.000009722111,0.0001399483,0.00002366343,0.00006001223,0.001631211],"study_design_scores_gemma":[0.000005470254,0.0002574885,0.9959501,0.0000306636,0.00003691328,0.0002077591,0.003124744,0.00006590792,0.00006500726,0.00002855385,0.0002225982,0.000004712565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994054,0.0001389318,0.0000645845,0.00003549478,0.000003932762,0.00002704029,0.00006336753,9.103584e-7,0.0002603592],"genre_scores_gemma":[0.9995284,0.00008058119,0.000142912,0.00005292218,0.000004463033,0.00003471244,0.00006492979,6.826234e-7,0.00009054234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446002,"threshold_uncertainty_score":0.01290333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320035860","doi":"10.2196/45529","title":"Analyzing the Predictability of an Artificial Intelligence App (Tibot) in the Diagnosis of Dermatological Conditions: A Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Categorical variable; Medicine; Artificial intelligence; Dermatology; Machine learning; Computer science; Pathology","authors":[{"name":"Shiva Shankar Marri","is_ca":false},{"name":"Arun C. Inamadar","is_ca":false},{"name":"Ajit B Janagond","is_ca":false},{"name":"Warood Albadri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06325070408412378,"gpt":0.3829829749008234,"spread":0.3197322708166996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00373999,0.0002685996,0.0003303851,0.001151032,0.0005944431,0.0008893954,0.000369143,0.000600535,0.001911877],"category_scores_gemma":[0.01378922,0.0004029008,0.0007893374,0.0006700091,0.0004462478,0.001073904,0.0006860939,0.001083011,0.0005442747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408373,"about_ca_system_score_gemma":0.0003343883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863526,"about_ca_topic_score_gemma":0.001762086,"domain_scores_codex":[0.9980205,0.0006238549,0.0003055553,0.0003921539,0.0004923342,0.000165609],"domain_scores_gemma":[0.9842939,0.007027513,0.004796122,0.0007330016,0.002390948,0.0007585477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008043162,0.0001239271,0.9982663,0.00001828481,0.00004401829,0.00005065783,0.0002727808,0.00002475599,0.00005867563,0.00001328304,0.00008532534,0.0009615987],"study_design_scores_gemma":[0.000008979998,0.000818469,0.9958252,0.00003211791,0.0001008666,0.0005782238,0.001179251,0.0007141632,0.000189377,0.00003317665,0.0005091134,0.00001101096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991187,0.0001563116,0.0001520865,0.00002992845,0.00001044231,0.00003088217,0.0001576888,0.000002549791,0.0003413287],"genre_scores_gemma":[0.999329,0.00009309777,0.0001705482,0.00003574721,0.00001154697,0.00003719678,0.0001618733,0.000002850961,0.0001582176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00373999,"threshold_uncertainty_score":0.01977921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226096672","doi":"10.2196/34772","title":"Vitiligo and Metabolic Syndrome: Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Vitiligo; Metabolic syndrome; Internal medicine; Meta-analysis; Odds ratio; Waist; Glycemic; Diabetes mellitus; Blood pressure; Body mass index; Obesity; Endocrinology; Dermatology; Insulin","authors":[{"name":"Joyce Xia","is_ca":false},{"name":"Christina Melian","is_ca":false},{"name":"William Guo","is_ca":false},{"name":"Hunya Usmani","is_ca":false},{"name":"Richard A.F. Clark","is_ca":false},{"name":"Daniel Lozeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04794458906762845,"gpt":0.3476704695867915,"spread":0.299725880519163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01095701,0.002692407,0.01740555,0.005841076,0.0007036914,0.002909014,0.002088824,0.002025916,0.004449605],"category_scores_gemma":[0.02656887,0.001473586,0.03485153,0.007380668,0.0006568149,0.001522826,0.001499138,0.001790352,0.0003127082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002644677,"about_ca_system_score_gemma":0.004224416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007910015,"about_ca_topic_score_gemma":0.01807042,"domain_scores_codex":[0.9934916,0.003166796,0.001645379,0.000666921,0.0007643593,0.0002648775],"domain_scores_gemma":[0.9871197,0.009290183,0.00197791,0.0003829373,0.00105359,0.0001758015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001298885,0.0000272901,0.004621188,0.4975097,0.4841343,0.0001609948,0.00008038075,0.0006309762,0.0001916385,0.0001421559,0.0008076329,0.01039481],"study_design_scores_gemma":[0.0004287096,0.0001567777,0.003911516,0.03440673,0.9589382,0.0001217819,0.00004002636,0.0002275249,0.00008556117,0.0001835147,0.001476026,0.00002371848],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003313648,0.9949233,0.0004200315,0.0001943289,0.0001048718,0.0003027351,0.0005334986,0.00002326705,0.0001843449],"genre_scores_gemma":[0.1040052,0.89059,0.002131355,0.0006889316,0.0002196894,0.001268765,0.0007954534,0.00002093044,0.0002797475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01740555,"threshold_uncertainty_score":0.05794686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207844946","doi":"10.2196/31697","title":"Performance of Artificial Intelligence Imaging Models in Detecting Dermatological Manifestations in Higher Fitzpatrick Skin Color Classifications","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Basal cell carcinoma; Skin cancer; Dermatology; Artificial intelligence; Medicine; Dermatological diseases; Melanoma; Basal cell; Predictive value; Pathology; Computer science; Cancer; Internal medicine","authors":[{"name":"Pushkar Aggarwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05525357189081016,"gpt":0.3066247062518136,"spread":0.2513711343610034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00282273,0.001032492,0.0005367561,0.001357793,0.0002944314,0.001744054,0.0005268554,0.001055815,0.001523264],"category_scores_gemma":[0.007411204,0.0002008023,0.0009098289,0.0004550666,0.0004118868,0.0008889011,0.0007232812,0.001038331,0.0009500545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064227,"about_ca_system_score_gemma":0.000591132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009868653,"about_ca_topic_score_gemma":0.006439862,"domain_scores_codex":[0.9990583,0.0002670835,0.00007260232,0.0002809693,0.0001795501,0.0001413642],"domain_scores_gemma":[0.9974329,0.001357215,0.0002699494,0.0002753375,0.0004833946,0.0001812657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003573833,0.001741067,0.2926686,0.0004120433,0.00111692,0.0006670555,0.0003847441,0.2188137,0.02373325,0.0007286086,0.009123792,0.4470362],"study_design_scores_gemma":[0.00004291072,0.0007941449,0.07150201,0.0001127074,0.0002209311,0.0004816649,0.0002523675,0.9106494,0.01350966,0.001064961,0.001312804,0.00005656507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681334,0.001531155,0.02287582,0.000697408,0.000167639,0.00013227,0.0007240815,0.0007569502,0.004981148],"genre_scores_gemma":[0.9894057,0.0002346149,0.008188209,0.0001670522,0.0000234219,0.00002572153,0.0009669069,0.0000290616,0.0009592542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009868653,"threshold_uncertainty_score":0.01962245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380081708","doi":"10.2196/45384","title":"Acceptance of Telemedicine Compared to In-Person Consultation From the Providers' and Users’ Perspectives: Multicenter, Cross-Sectional Study in Dermatology","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Freiwillige Akademische Gesellschaft; Universität Basel","keywords":"Teledermatology; Telemedicine; Medicine; Referral; Cross-sectional study; Family medicine; Health care; Demographics; Pathology","authors":[{"name":"Lara Valeska Maul","is_ca":false},{"name":"Anna Sophie Jahn","is_ca":false},{"name":"Gustavo Santo Pedro Pamplona","is_ca":false},{"name":"Markus Streit","is_ca":false},{"name":"Lorena Gantenbein","is_ca":false},{"name":"Simon Müller","is_ca":false},{"name":"Mia‐Louise Nielsen","is_ca":false},{"name":"Christian Greis","is_ca":false},{"name":"Alexander A. Navarini","is_ca":false},{"name":"Julia‐Tatjana Maul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03227053464712252,"gpt":0.3399357551350384,"spread":0.3076652204879158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273906,0.0002592151,0.000324199,0.0006927424,0.0003841439,0.0007788129,0.0002844637,0.0006755959,0.001975451],"category_scores_gemma":[0.005952497,0.0002871326,0.000498634,0.0005774166,0.0003806835,0.0007780849,0.0004894604,0.0006080038,0.0002947356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264718,"about_ca_system_score_gemma":0.0002038726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000969002,"about_ca_topic_score_gemma":0.0008635654,"domain_scores_codex":[0.9979888,0.001138282,0.0001641102,0.0002290221,0.0003143758,0.0001655434],"domain_scores_gemma":[0.9929711,0.002507186,0.002884963,0.000243473,0.0005689553,0.0008243303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764871,0.0003887557,0.9955418,0.00003350259,0.00004588792,0.00009523526,0.001642795,0.00001554009,0.0003543461,0.000007499882,0.00005018253,0.001548023],"study_design_scores_gemma":[0.00002047282,0.001329706,0.9952803,0.00001143348,0.00002497751,0.0003396693,0.002651349,0.000116381,0.0001126276,0.00000566891,0.0001014777,0.000005910563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997824,0.00003544047,0.00001959842,0.00001300855,0.000001959733,0.000009396281,0.0000285207,6.515579e-7,0.0001090756],"genre_scores_gemma":[0.9998203,0.00002485051,0.00003659665,0.00002368893,0.000004544294,0.00001448958,0.00002692897,6.920757e-7,0.00004786833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00273906,"threshold_uncertainty_score":0.01448572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385831711","doi":"10.2196/49068","title":"Skin-Lightening Product Use Among South Asian Americans: Cross-Sectional Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Attractiveness; Cross-sectional study; Adverse effect; Acne; Product (mathematics); South asia; Demography; Environmental health; Dermatology; Psychology; Pathology; Internal medicine","authors":[{"name":"Manisha Banala","is_ca":false},{"name":"Anusha Mamidipaka","is_ca":false},{"name":"Temitayo Ogunleye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07283177202778723,"gpt":0.3648505896680999,"spread":0.2920188176403127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006719012,0.0002083581,0.0002104267,0.0004981388,0.0004662521,0.0004113962,0.0002010709,0.0003621121,0.001544239],"category_scores_gemma":[0.0007666927,0.0003213838,0.000296776,0.0008800573,0.0002110397,0.0004161377,0.000347435,0.0004822529,0.000369292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339283,"about_ca_system_score_gemma":0.0003462944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077908,"about_ca_topic_score_gemma":0.01670852,"domain_scores_codex":[0.9997138,0.00008556926,0.0000433345,0.00005358057,0.00006390093,0.00003970803],"domain_scores_gemma":[0.9993079,0.00008677459,0.0002863729,0.00004642636,0.0001199608,0.0001525497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001933192,0.00005615654,0.9987606,0.00001678077,0.00002743774,0.0000340776,0.0002779642,0.000005850624,0.0001998821,0.000004477777,0.00006221335,0.0005350661],"study_design_scores_gemma":[0.000003768613,0.00008309971,0.9987072,0.000007376968,0.000020154,0.00009065821,0.0008588583,0.00003617525,0.00003478582,0.000003661702,0.0001523256,0.000002000951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992124,0.0000611372,0.00004410297,0.00003429787,0.000002596645,0.00001937612,0.0003406361,0.00000152825,0.0002838805],"genre_scores_gemma":[0.9990221,0.0001614533,0.0001550947,0.0001127955,0.000005850047,0.00003075712,0.0003323912,9.870467e-7,0.00017858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077908,"threshold_uncertainty_score":0.0214327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184693201","doi":"10.2196/28415","title":"The Use of Person-Centered Language in Medical Research Journals Focusing on Psoriasis: Cross-sectional Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psoriasis; Medicine; Stigma (botany); Plain language; Publication; Family medicine; Psychology; Psychiatry; Linguistics; Dermatology","authors":[{"name":"Ryan Ottwell","is_ca":false},{"name":"Benjamin Heigle","is_ca":false},{"name":"Arjun K. Reddy","is_ca":false},{"name":"Nicholas B. Sajjadi","is_ca":false},{"name":"Alexis Wirtz","is_ca":false},{"name":"Courtney Cook","is_ca":false},{"name":"Hannah Howard","is_ca":false},{"name":"Micah Hartwell","is_ca":false},{"name":"Matt Vassar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5779483413824569,"gpt":0.5737344899862067,"spread":0.00421385139625019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03752499,0.0007581508,0.003290874,0.02478497,0.0011021,0.003501525,0.001314284,0.001376999,0.004202509],"category_scores_gemma":[0.1671829,0.001096627,0.005174627,0.02769511,0.001849123,0.004564465,0.002850368,0.001217649,0.0006817007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680838,"about_ca_system_score_gemma":0.002790023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802274,"about_ca_topic_score_gemma":0.003896384,"domain_scores_codex":[0.9311417,0.01529766,0.03736363,0.005658738,0.009448498,0.001089781],"domain_scores_gemma":[0.5649348,0.2791611,0.1252849,0.006723045,0.02182541,0.002070818],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001896595,0.0002378769,0.8775309,0.07372548,0.01336167,0.000575875,0.007278268,0.0001592881,0.001096029,0.0004938147,0.001492617,0.0221517],"study_design_scores_gemma":[0.0003186389,0.00124072,0.9375171,0.02247399,0.01717008,0.002486559,0.008721547,0.0004396931,0.0009308739,0.0005657295,0.008003525,0.0001314883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200913,0.1573816,0.003255527,0.001139263,0.0002000742,0.003187882,0.01154204,0.00007834056,0.003123977],"genre_scores_gemma":[0.9659299,0.0217016,0.004000808,0.00071172,0.0001722076,0.004345013,0.00264225,0.00005648028,0.0004398112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.962475,"threshold_uncertainty_score":0.1984535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210897544","doi":"10.2196/33391","title":"Common Dermatologic Disorders in Down Syndrome: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; University of Guelph; McMaster University","funders":"","keywords":"Medicine; Dermatology; Alopecia areata; Hidradenitis suppurativa; Psoriasis; Observational study; Acanthosis nigricans; Atopic dermatitis; Population; Internal medicine; Disease","authors":[{"name":"Megan Lam","is_ca":true},{"name":"Justin D. Lu","is_ca":true},{"name":"Levi Elhadad","is_ca":true},{"name":"Cathryn Sibbald","is_ca":true},{"name":"Raed Alhusayen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0337614402188474,"gpt":0.3593058291359733,"spread":0.3255443889171259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522392,0.0009379833,0.004459169,0.009796957,0.0003982998,0.001250111,0.001245334,0.001035927,0.004324454],"category_scores_gemma":[0.01432305,0.0006971675,0.003725374,0.01108827,0.000564555,0.00129417,0.001018545,0.0006271639,0.0002584806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202924,"about_ca_system_score_gemma":0.006506716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030199,"about_ca_topic_score_gemma":0.02774927,"domain_scores_codex":[0.9970731,0.0007497612,0.001280983,0.0002739247,0.0005081994,0.0001140897],"domain_scores_gemma":[0.9886714,0.007151602,0.002948545,0.0001479049,0.0008977978,0.0001826262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001212626,0.00001237429,0.003614675,0.9593413,0.005243995,0.000280747,0.0001705427,0.00007577355,0.0001226147,0.0001507935,0.002847214,0.02801854],"study_design_scores_gemma":[0.0003273887,0.0001924825,0.02730666,0.8859816,0.05376967,0.001881422,0.0004424948,0.0001126727,0.0001465589,0.0002843038,0.02951056,0.00004419903],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0019998,0.9960985,0.00007440268,0.0001740558,0.00007711858,0.00015517,0.001129508,0.000006623056,0.0002846779],"genre_scores_gemma":[0.01836981,0.9799176,0.000369067,0.000336329,0.00006719252,0.0002605404,0.0005706007,0.000003470095,0.0001054451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01030199,"threshold_uncertainty_score":0.02048409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210798336","doi":"10.2196/33361","title":"Patient Perceptions of Dermatologic Photography: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Teledermatology; Inclusion (mineral); Family medicine; Medical record; Patient satisfaction; MEDLINE; Health care; Nursing; Telemedicine; Psychology; Surgery","authors":[{"name":"William Kim","is_ca":false},{"name":"Torunn E Sivesind","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662146387892022,"gpt":0.3327877616013005,"spread":0.3161662977223803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01109399,0.0009464217,0.003187958,0.01166207,0.0008159093,0.003233434,0.001683217,0.002293314,0.00488041],"category_scores_gemma":[0.07154458,0.0007901351,0.003359861,0.01294589,0.001157842,0.002480936,0.001464718,0.001362941,0.0004964851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556569,"about_ca_system_score_gemma":0.006713374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627091,"about_ca_topic_score_gemma":0.009238052,"domain_scores_codex":[0.9898211,0.00374675,0.003668273,0.0005320981,0.002031272,0.0002005447],"domain_scores_gemma":[0.9167767,0.0670988,0.009033599,0.0007119196,0.00607827,0.0003006843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001558712,0.00004304872,0.00190931,0.8631173,0.002010791,0.0002638528,0.001518568,0.0001255488,0.0001601641,0.0004970728,0.005786119,0.1244123],"study_design_scores_gemma":[0.00002395682,0.00006259302,0.002465423,0.9737425,0.003919413,0.0005130753,0.001104812,0.00003143913,0.00009655723,0.0001715863,0.01785143,0.00001716454],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001786402,0.9954333,0.0001510794,0.0005682984,0.0001670219,0.0002402732,0.0003613759,0.00000615355,0.001286125],"genre_scores_gemma":[0.01572271,0.9826402,0.0003779817,0.0005384755,0.00008131276,0.0003102353,0.0002267677,0.000004600412,0.00009773958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01166207,"threshold_uncertainty_score":0.0586713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022584035","doi":"10.2196/15711","title":"The Feasibility and Acceptability of Using a Wearable UV Radiation Exposure Monitoring Device in Adults and Children: Cross-Sectional Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; National Institutes of Health; Huntsman Cancer Institute; American Cancer Society","keywords":"Medicine; Wearable computer; Psychological intervention; Ultraviolet radiation; Nursing; Computer science","authors":[{"name":"Elizabeth Nagelhout","is_ca":false},{"name":"Riley Lensink","is_ca":false},{"name":"Angela Zhu","is_ca":false},{"name":"Bridget G. Parsons","is_ca":false},{"name":"Jakob D. Jensen","is_ca":false},{"name":"Yelena P. Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0300028505024527,"gpt":0.3290165917486602,"spread":0.2990137412462074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004250232,0.0002343677,0.0005607276,0.0006997731,0.0005091099,0.0009147502,0.000421207,0.0006550964,0.002108129],"category_scores_gemma":[0.007907636,0.0004084249,0.0009371734,0.0007960788,0.0004495207,0.0009290657,0.0006805329,0.0008730614,0.0003583003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004729166,"about_ca_system_score_gemma":0.0004784382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750634,"about_ca_topic_score_gemma":0.003142313,"domain_scores_codex":[0.9977658,0.0006656178,0.0004153552,0.0002415377,0.0006522607,0.0002594143],"domain_scores_gemma":[0.9941394,0.001734694,0.002266059,0.0001659925,0.001179914,0.0005139892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007329111,0.0002125781,0.9848987,0.0002549108,0.00005640714,0.0002169814,0.008914792,0.00002976907,0.0004949234,0.00003082091,0.0002572764,0.004559561],"study_design_scores_gemma":[0.000008557584,0.0007022888,0.9814067,0.00008902889,0.00004588675,0.0007305923,0.01568803,0.0001211784,0.0001692584,0.00001264934,0.001009223,0.00001672703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988427,0.0002049666,0.00009781444,0.00006911394,0.000004661871,0.00006560535,0.0002286908,0.000002481858,0.0004839583],"genre_scores_gemma":[0.9986834,0.0003348963,0.0004110435,0.00009931158,0.000005229168,0.000104423,0.0001661696,0.000002742517,0.0001928971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004250232,"threshold_uncertainty_score":0.02247763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407637147","doi":"10.2196/67551","title":"Evaluating the Diagnostic Accuracy of ChatGPT-4 Omni and ChatGPT-4 Turbo in Identifying Melanoma: Comparative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"AI in cancer detection","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Melanoma; Computer science; Medicine; Cancer research; World Wide Web","authors":[{"name":"Samantha Sattler","is_ca":false},{"name":"Nitin Chetla","is_ca":false},{"name":"Matthew Chen","is_ca":false},{"name":"Tamer Hage","is_ca":false},{"name":"Joseph Chang","is_ca":false},{"name":"William Guo","is_ca":false},{"name":"Jeremy Hugh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06754269392955682,"gpt":0.4176163842670595,"spread":0.3500736903375027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005253907,0.0004839314,0.0007840519,0.00202016,0.0003730994,0.0008514053,0.0006983429,0.001074162,0.002670361],"category_scores_gemma":[0.01795639,0.0002946856,0.0006451359,0.0007470634,0.0006611761,0.0008695762,0.0007486513,0.0004875684,0.0008050734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347081,"about_ca_system_score_gemma":0.0004257338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608397,"about_ca_topic_score_gemma":0.001843259,"domain_scores_codex":[0.9981059,0.0008909153,0.0001515801,0.0003378722,0.0003759053,0.0001378796],"domain_scores_gemma":[0.9825755,0.01121186,0.001077267,0.0009504864,0.003388899,0.0007959669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03945427,0.001220522,0.8222244,0.001109575,0.0008695096,0.0007961557,0.0005872466,0.001491187,0.01377395,0.0002049609,0.001563968,0.1167043],"study_design_scores_gemma":[0.001158635,0.02429097,0.8870886,0.0003703619,0.003535061,0.01215237,0.001452436,0.04195164,0.02297969,0.0007318375,0.004068611,0.0002197941],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99295,0.002478772,0.0023879,0.00006952132,0.00006802734,0.0002212404,0.0004313089,0.00007831048,0.001314939],"genre_scores_gemma":[0.9935383,0.0005342036,0.004460179,0.00007997385,0.00007009934,0.00009677999,0.0006952375,0.00002443048,0.0005007875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005253907,"threshold_uncertainty_score":0.02778566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280583551","doi":"10.2196/37034","title":"The Experience of 3D Total-Body Photography to Monitor Nevi: Results From an Australian General Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Cancer Research Foundation","keywords":"Medicine; Population; Body surface area; Prospective cohort study; Photography; Surgery; Visual arts; Environmental health","authors":[{"name":"Caitlin Horsham","is_ca":false},{"name":"Montana O’Hara","is_ca":false},{"name":"Saira Sanjida","is_ca":false},{"name":"Samantha Ma","is_ca":false},{"name":"Dilki Jayasinghe","is_ca":false},{"name":"Adèle C. Green","is_ca":false},{"name":"Helmut Schaider","is_ca":false},{"name":"Joanne F. Aitken","is_ca":false},{"name":"Richard A. Sturm","is_ca":false},{"name":"Tarl W. Prow","is_ca":false},{"name":"H. Peter Soyer","is_ca":false},{"name":"Monika Janda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0158413886411564,"gpt":0.3374811376723114,"spread":0.321639749031155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001206212,0.0002329339,0.0003525658,0.0006918395,0.0007751797,0.0007300138,0.0004121164,0.0004582926,0.001049796],"category_scores_gemma":[0.002802138,0.0003316743,0.0005046137,0.0007227479,0.0003860187,0.0006598337,0.001013192,0.0006230245,0.0002429485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004780582,"about_ca_system_score_gemma":0.0004512814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03031418,"about_ca_topic_score_gemma":0.03563689,"domain_scores_codex":[0.9993314,0.0001818768,0.00005810365,0.0001087334,0.0002026215,0.0001173359],"domain_scores_gemma":[0.9985173,0.000180519,0.0005563463,0.00009447749,0.000320799,0.0003304864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005475177,0.00009480968,0.9925014,0.00002192433,0.0000224888,0.0002060857,0.005149026,0.000009293897,0.0002012158,0.000007845369,0.00011429,0.001616705],"study_design_scores_gemma":[0.000002681901,0.0001061194,0.9970334,0.000008292061,0.00000804448,0.0001990974,0.00246168,0.00003373465,0.00001304783,0.000005566092,0.0001243455,0.000003951251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996346,0.00006624328,0.00002332305,0.00002137734,0.00000159608,0.00001867687,0.00007380077,6.584314e-7,0.0001596586],"genre_scores_gemma":[0.9995379,0.0001054717,0.00006046013,0.00003091855,0.000002610409,0.00002263975,0.00008382394,0.000001024752,0.0001551171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03031418,"threshold_uncertainty_score":0.06027544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899424462","doi":"10.2196/derma.9734","title":"Facebook Intervention for Young-Onset Melanoma Patients and Their Family Members: Pilot and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Skin cancer; Intervention (counseling); Melanoma; Sun protection; Sun exposure; Young adult; Dermatology; Cancer; Family medicine; Gerontology; Internal medicine; Psychiatry","authors":[{"name":"Elliot J. Coups","is_ca":false},{"name":"Sharon L. Manne","is_ca":false},{"name":"Sherry Pagoto","is_ca":false},{"name":"Kevin R. Criswell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1362940604807718,"gpt":0.4327873551588752,"spread":0.2964932946781035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002020886,0.0005238883,0.0005587906,0.0004292334,0.00125676,0.0004613322,0.0004311308,0.0007871137,0.003698222],"category_scores_gemma":[0.00275372,0.0003389361,0.0007263667,0.0001865302,0.0003474998,0.0006241484,0.0007152,0.0008329374,0.0003866208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333315,"about_ca_system_score_gemma":0.002335837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351438,"about_ca_topic_score_gemma":0.005351562,"domain_scores_codex":[0.9991022,0.0005069383,0.0000479304,0.0000669855,0.00008783641,0.0001882143],"domain_scores_gemma":[0.9980401,0.0006331148,0.0002262115,0.0001183167,0.0001612734,0.0008209621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03590167,0.4151337,0.1889676,0.002572721,0.0005807525,0.001876781,0.02126871,0.0006792379,0.008773292,0.0002766173,0.003931028,0.3200379],"study_design_scores_gemma":[0.03369699,0.4936764,0.4451724,0.0005232211,0.0005464898,0.0007158633,0.01473353,0.001394924,0.002762276,0.0002922405,0.006399363,0.00008623039],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968452,0.00009209432,0.00008580795,0.0001053256,0.00001601544,0.002377848,0.00006833981,0.000009494537,0.0003998774],"genre_scores_gemma":[0.9905777,0.0003380914,0.001577518,0.0002168905,0.00004361969,0.006676608,0.00009500515,0.000002062467,0.0004725961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003698222,"threshold_uncertainty_score":0.01237184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391291118","doi":"10.2196/49954","title":"Atrophic Postacne Scar Treatment: Narrative Review","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Acne scars; Psychosocial; Dermabrasion; Acne; Psychological intervention; Quality of life (healthcare); Scars; Dry needling; Surgery; Dermatology; Pathology; Alternative medicine; Nursing","authors":[{"name":"Enas Attia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02987940383221452,"gpt":0.4011022825898781,"spread":0.3712228787576636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006945917,0.000600731,0.001072258,0.002394657,0.0002969092,0.001224567,0.0006782984,0.0008210223,0.00716362],"category_scores_gemma":[0.00432273,0.0002163406,0.000980408,0.002342295,0.0003283325,0.001107319,0.0005878379,0.000755125,0.0008445841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863984,"about_ca_system_score_gemma":0.00219685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303948,"about_ca_topic_score_gemma":0.002675884,"domain_scores_codex":[0.9995486,0.0001019794,0.0001474872,0.0000642801,0.000111862,0.00002567949],"domain_scores_gemma":[0.9977851,0.001437447,0.0004707446,0.00003512804,0.0002181685,0.00005332172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001640086,0.00006471877,0.0003078313,0.43792,0.000564991,0.0005780013,0.0002370753,0.0002160442,0.0005131215,0.002068266,0.04054009,0.5168258],"study_design_scores_gemma":[0.00006660614,0.0002227606,0.002022211,0.3072881,0.002754111,0.005441679,0.0003053652,0.00009837452,0.0003737191,0.001456228,0.6799359,0.00003494926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000179434,0.998345,0.00006430504,0.0002769895,0.0001950939,0.00002806347,0.00007194348,0.000004156776,0.0008349661],"genre_scores_gemma":[0.001884625,0.9968439,0.000158791,0.0005041528,0.0002273613,0.00003380082,0.00007273567,0.000001655187,0.0002730288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00716362,"threshold_uncertainty_score":0.0239647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390281711","doi":"10.2196/49746","title":"Worldwide Distribution and Extracutaneous Manifestations of Henoch-Schönlein Purpura in Adults: Narrative Review","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Purpura (gastropod); Henoch-Schonlein purpura; Medicine; Young adult; Genitourinary system; Epidemiology; Dermatology; Immunology; Vasculitis; Internal medicine; Disease; Biology","authors":[{"name":"Blair Harris","is_ca":false},{"name":"Luke Maxfield","is_ca":false},{"name":"Abigail Hunter","is_ca":false},{"name":"Mandy Alhajj","is_ca":false},{"name":"B Ban","is_ca":false},{"name":"Kayd J Pulsipher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008479123155518147,"gpt":0.2923325171735644,"spread":0.2838533940180463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100186,0.0007347888,0.002043608,0.007999184,0.0002841238,0.001355065,0.0007454657,0.000934061,0.004027926],"category_scores_gemma":[0.003994918,0.0003638029,0.001721444,0.01122313,0.0004385229,0.001436412,0.000703136,0.0003671668,0.000361095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006449432,"about_ca_system_score_gemma":0.002067848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486683,"about_ca_topic_score_gemma":0.004158384,"domain_scores_codex":[0.9992107,0.0001135808,0.000396567,0.0001168075,0.0001209932,0.00004137138],"domain_scores_gemma":[0.9967486,0.001887805,0.001028113,0.00004493138,0.0002388595,0.00005166222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000231764,0.00002499919,0.006054266,0.8071009,0.002716907,0.001142905,0.0005825975,0.0001610214,0.0004184918,0.0006549813,0.008721894,0.1721893],"study_design_scores_gemma":[0.0001306866,0.0003650528,0.03732476,0.7121484,0.03471637,0.01512038,0.001727029,0.0001523368,0.0005022805,0.0008552378,0.1968679,0.00008952979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001053358,0.9982311,0.00003083505,0.0001247697,0.0000483462,0.00001721435,0.0002046427,0.000002897258,0.000286846],"genre_scores_gemma":[0.0075448,0.9917833,0.0000836509,0.0002270151,0.00009788253,0.00002601665,0.0001629377,0.000001355263,0.00007302037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007999184,"threshold_uncertainty_score":0.01347476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155354651","doi":"10.2196/21555","title":"Patient Factors Associated with Interest in Teledermatology: Cross-sectional Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Dermatology Foundation; U.S. Department of Veterans Affairs","keywords":"Teledermatology; Cross-sectional study; Medicine; Health care; Logistic regression; Health Information National Trends Survey; Family medicine; Telemedicine; Patient portal; Health information; Pathology; Political science","authors":[{"name":"Maham Ghani","is_ca":false},{"name":"Colin Adler","is_ca":false},{"name":"Howa Yeung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05790487685857569,"gpt":0.3081279516535144,"spread":0.2502230747949387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058522,0.000186132,0.0003510079,0.0008069786,0.0004366292,0.0006624957,0.0004383539,0.0009063217,0.002820115],"category_scores_gemma":[0.008004732,0.000394909,0.0006162974,0.001618491,0.0002340753,0.0009478899,0.0005857219,0.001228708,0.0005366036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204033,"about_ca_system_score_gemma":0.0005119594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005431681,"about_ca_topic_score_gemma":0.005215057,"domain_scores_codex":[0.9981856,0.0006815929,0.000287281,0.0002860205,0.0003598389,0.0001997442],"domain_scores_gemma":[0.9939068,0.001602721,0.002935988,0.0003392941,0.0006776794,0.0005374915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002248828,0.0000793804,0.9990786,0.0000124182,0.00002716697,0.00001500014,0.00005909327,0.00002659329,0.00002463555,0.000008183778,0.0002385056,0.0004078172],"study_design_scores_gemma":[0.000005841942,0.00009319461,0.9989594,0.00001096811,0.00001890574,0.0001062786,0.000300076,0.0002101547,0.00002177829,0.00001077111,0.0002579264,0.000004549952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952761,0.0001984737,0.00018647,0.000240861,0.00001067411,0.00008602165,0.003290917,0.000008516972,0.0007019373],"genre_scores_gemma":[0.9979746,0.0001329996,0.0001985057,0.0001834985,0.00001322409,0.00009982542,0.001238424,0.000002980597,0.000155964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005431681,"threshold_uncertainty_score":0.01088661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387383920","doi":"10.2196/47821","title":"Rosacea and Its Association With Malignancy: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Rosacea; Medicine; Dermatology; Skin cancer; Basal cell carcinoma; Internal medicine; Breast cancer; Acne; Cancer; Oncology; Malignancy; Basal cell","authors":[{"name":"Luna Thapa","is_ca":false},{"name":"Joyce Xia","is_ca":false},{"name":"William Guo","is_ca":false},{"name":"Hunya Usmani","is_ca":false},{"name":"Devin Miller","is_ca":false},{"name":"Daniel Lozeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03429916990238534,"gpt":0.3539217776340972,"spread":0.3196226077317119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005369702,0.001424742,0.00720656,0.009135918,0.0006481641,0.002390608,0.001775032,0.001823033,0.005904113],"category_scores_gemma":[0.03310486,0.001072786,0.008073859,0.01117963,0.0008527219,0.002143412,0.001494333,0.001081998,0.0003863454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098338,"about_ca_system_score_gemma":0.008910837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009453171,"about_ca_topic_score_gemma":0.02732482,"domain_scores_codex":[0.9943914,0.001637571,0.002313583,0.0004356091,0.0010207,0.0002011424],"domain_scores_gemma":[0.9744806,0.01707509,0.005971751,0.0003150967,0.001888966,0.0002683393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001150128,0.000008678771,0.001054911,0.9799256,0.008661524,0.000102329,0.0001081071,0.00005178353,0.00007031017,0.00007572817,0.0008662739,0.008959649],"study_design_scores_gemma":[0.0002033418,0.0001600817,0.006060665,0.8876029,0.09420791,0.0006275549,0.0002396852,0.00007120847,0.0001120441,0.0002052613,0.01047228,0.00003698255],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001494571,0.9969291,0.0001102445,0.0001982573,0.00007922653,0.0003229043,0.0005976396,0.000009124421,0.0002589852],"genre_scores_gemma":[0.02298179,0.9747022,0.000513188,0.0005779929,0.00009437159,0.000615584,0.0003538214,0.000007153533,0.0001538117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009453171,"threshold_uncertainty_score":0.0283981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210726577","doi":"10.2196/34323","title":"Treatments for Primary Delusional Infestation: Systematic Review","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Lynde Centre for Dermatology; University of Toronto; University of Ottawa; Hamilton Health Sciences","funders":"","keywords":"Aripiprazole; Medicine; Infestation; Delusional disorder; Psychiatry; Pediatrics; Olanzapine; MEDLINE; Internal medicine; Schizophrenia (object-oriented programming); Psychosis; Biology","authors":[{"name":"Justin D. Lu","is_ca":true},{"name":"Ryan Gotesman","is_ca":true},{"name":"Shawn Varghese","is_ca":true},{"name":"Patrick Fleming","is_ca":true},{"name":"Charles Lynde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02347859378287551,"gpt":0.3453610923328069,"spread":0.3218824985499313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002376661,0.0009088481,0.005199799,0.004007949,0.0004117615,0.001313824,0.0014973,0.001573902,0.007268314],"category_scores_gemma":[0.01262038,0.0005839251,0.004612084,0.004105989,0.0005509203,0.001146424,0.0007679024,0.0009169827,0.0003886683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874903,"about_ca_system_score_gemma":0.004640322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006043044,"about_ca_topic_score_gemma":0.01799876,"domain_scores_codex":[0.9977459,0.0007836345,0.0007880333,0.000160283,0.0004339245,0.00008823392],"domain_scores_gemma":[0.9915834,0.005774674,0.001843156,0.00008399133,0.0005689398,0.0001458029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002505257,0.00002373707,0.0003330744,0.9498271,0.004372939,0.00009239779,0.0001032704,0.00006566553,0.00008800781,0.000107902,0.002137823,0.04259751],"study_design_scores_gemma":[0.0008607012,0.0005055754,0.003897486,0.9272969,0.04376744,0.0006977356,0.0003058587,0.0001116893,0.000155578,0.0002429639,0.022131,0.00002715378],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008975661,0.9981266,0.00005314844,0.0001413039,0.00006242828,0.0001614525,0.0002151244,0.000007042571,0.0003353179],"genre_scores_gemma":[0.0126253,0.9861492,0.0002681331,0.0004020049,0.00005997346,0.0002275235,0.0001631153,0.000003347738,0.0001014451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007268314,"threshold_uncertainty_score":0.02431494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004193085","doi":"10.2196/13424","title":"Understanding Social Media Use and Engagement Among Dermatology Patients to Inform Dermatological Prevention and Care in Vietnam: Cross-sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social media; Cross-sectional study; Medicine; Social engagement; Logistic regression; Psychology; Family medicine; Internal medicine; Sociology; Political science; Pathology","authors":[{"name":"Sau Huu Nguyen","is_ca":false},{"name":"Giang Thu Vu","is_ca":false},{"name":"Long Hoang Nguyen","is_ca":false},{"name":"Cuong Tat Nguyen","is_ca":false},{"name":"Thu Hoai Thi Le","is_ca":false},{"name":"Tung Hoang Tran","is_ca":false},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Carl A. Latkin","is_ca":false},{"name":"Wilson Tam","is_ca":false},{"name":"Cyrus S. H. Ho","is_ca":false},{"name":"Roger Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3097355054178851,"gpt":0.4391383867474543,"spread":0.1294028813295692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200062,0.000200578,0.0003164713,0.0007133394,0.0008293398,0.0010171,0.0003259864,0.0004183795,0.002207168],"category_scores_gemma":[0.002787982,0.0004021012,0.000408047,0.000972349,0.0003036614,0.0009221266,0.0007688001,0.0008353668,0.0002083339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000805467,"about_ca_system_score_gemma":0.001167494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625019,"about_ca_topic_score_gemma":0.02312816,"domain_scores_codex":[0.9993654,0.0002003793,0.00008860296,0.0001092604,0.00009216247,0.0001441754],"domain_scores_gemma":[0.9981506,0.0004204643,0.0006241684,0.00005090446,0.00035122,0.000402499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002211401,0.0001770236,0.992931,0.00009100103,0.00003353704,0.00008502712,0.003512405,0.00001560979,0.00008675078,0.00003687513,0.0002947849,0.00271392],"study_design_scores_gemma":[0.000008542037,0.0002110487,0.9824933,0.0001294313,0.00003927086,0.0002515803,0.01533674,0.0001904885,0.00005722416,0.00003579937,0.001236295,0.00001026903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998276,0.0003658202,0.00008341391,0.0001866017,0.000009142161,0.00006213279,0.0003761713,0.000001080563,0.0006396841],"genre_scores_gemma":[0.9988002,0.0003515211,0.0001755763,0.0001616434,0.00001057991,0.00007951206,0.0002067325,0.000001269053,0.0002130527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625019,"threshold_uncertainty_score":0.0323112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386116288","doi":"10.2196/42129","title":"Saliency-Enhanced Content-Based Image Retrieval for Diagnosis Support in Dermatology Consultation: Reader Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Centro Svizzero di Calcolo Scientifico; National Supercomputing Centre Singapore; Universitätsspital Zürich","keywords":"Interpretability; Computer science; Convolutional neural network; Image retrieval; Content-based image retrieval; Artificial intelligence; Pattern recognition (psychology); Feature extraction; Feature (linguistics); Set (abstract data type); Image (mathematics); Information retrieval","authors":[{"name":"Mathias Gassner","is_ca":false},{"name":"Javier Barranco García","is_ca":false},{"name":"Stephanie Tanadini‐Lang","is_ca":false},{"name":"Fabio Bertoldo","is_ca":false},{"name":"Fabienne Fröhlich","is_ca":false},{"name":"Matthias Gückenberger","is_ca":false},{"name":"Silvia Haueis","is_ca":false},{"name":"Christin Pelzer","is_ca":false},{"name":"Mauricio Reyes","is_ca":false},{"name":"Patrick Schmithausen","is_ca":false},{"name":"Dario Simic","is_ca":false},{"name":"Ramon Staeger","is_ca":false},{"name":"Fabio Verardi","is_ca":false},{"name":"Nicolaus Andratschke","is_ca":false},{"name":"Andreas Adelmann","is_ca":false},{"name":"Ralph P. Braun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04594786065960859,"gpt":0.3370201112071406,"spread":0.291072250547532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002003167,0.000537248,0.000603234,0.0008193631,0.0002262729,0.0007880068,0.0006699532,0.001034149,0.003535144],"category_scores_gemma":[0.008266589,0.0002170637,0.0007416628,0.0003985554,0.0003904004,0.0008422598,0.0005142824,0.0004313183,0.001314292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930323,"about_ca_system_score_gemma":0.0002759132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006189871,"about_ca_topic_score_gemma":0.0005919185,"domain_scores_codex":[0.9991347,0.0004110523,0.00004768643,0.0001631715,0.0001975557,0.00004587635],"domain_scores_gemma":[0.9946495,0.003379428,0.0002603426,0.0004233502,0.001090267,0.0001971693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006036113,0.003789791,0.02863895,0.003938899,0.0007455008,0.002849333,0.003042196,0.009925618,0.143508,0.001329658,0.01005468,0.7861413],"study_design_scores_gemma":[0.002692376,0.04969934,0.1853771,0.000846227,0.003340611,0.04336239,0.003945315,0.3402239,0.3085577,0.004191819,0.0570807,0.0006823784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172162,0.00880464,0.0669314,0.0007993785,0.0001685899,0.0007389656,0.0002770117,0.0007160074,0.004347796],"genre_scores_gemma":[0.9477301,0.00173053,0.04666596,0.0003665203,0.0002792089,0.0001427242,0.0002857792,0.00008302732,0.002716221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003535144,"threshold_uncertainty_score":0.01182628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}