{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"4af559b10687","filters":{"venue":"Dermatology Times E-News"}},"results":[{"id":"W1786762115","doi":"","title":"Device detects melanoma with light","year":2011,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Melanoma; Computer science; Medicine; Cancer research","authors":[{"name":"Bill Gillette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01669762711100787,"gpt":0.2299149795509111,"spread":0.2132173524399032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000349621,0.0002097189,0.0003702536,0.000193626,0.00008643047,0.00001114364,0.0001139817,0.0001167465,0.001841122],"category_scores_gemma":[0.000021069,0.0001597548,0.00007418183,0.0001917451,0.00007200242,0.0000574192,0.00005572637,0.0001792203,0.002016516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320673,"about_ca_system_score_gemma":0.00004965567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130282,"about_ca_topic_score_gemma":0.0003282359,"domain_scores_codex":[0.9988838,0.00005337574,0.0002496394,0.0003226258,0.0001480921,0.0003424263],"domain_scores_gemma":[0.9992063,0.0000268891,0.00009583417,0.0004284293,0.00006179215,0.0001807553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008744276,0.002967841,0.3253335,0.001619224,0.004517531,0.09318596,0.01050923,0.000004523249,0.01651464,0.01851692,0.4138204,0.1042659],"study_design_scores_gemma":[0.003640646,0.0009278639,0.008074057,0.0000909896,0.000545253,0.06603385,0.001051269,0.000158526,0.09326416,0.000264341,0.8253816,0.000567468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4448981,0.0003932405,0.0008881597,0.003547619,0.0003642979,0.0007532382,0.000001779889,0.0004746323,0.5486789],"genre_scores_gemma":[0.9835316,0.00003225751,0.002824717,0.003486287,0.00005609969,0.00005183285,0.000007719629,0.00003760243,0.009971891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5387071,"threshold_uncertainty_score":0.9990714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1742388761","doi":"","title":"Gel/antibiotic combo rivals ISO in treating severe acne","year":2015,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Acne; Antibiotics; Medicine; Dermatology; Microbiology; Biology","authors":[{"name":"Bill Gillette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0230582880240019,"gpt":0.2932213427558382,"spread":0.2701630547318363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008911217,0.0002343809,0.0006658214,0.0001568748,0.00006907106,0.00001540408,0.00008874888,0.0002392209,0.0001377145],"category_scores_gemma":[0.0001013557,0.000170081,0.00009405004,0.0001951545,0.00008438252,0.00009905584,0.00006409716,0.0001986745,0.000733358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006683253,"about_ca_system_score_gemma":0.0001169108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003637505,"about_ca_topic_score_gemma":0.00008341475,"domain_scores_codex":[0.9986722,0.000121552,0.000330696,0.0003048546,0.0001409341,0.000429709],"domain_scores_gemma":[0.9992146,0.0001053324,0.00009367905,0.0003201189,0.00004490425,0.0002212867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919153,0.00053095,0.8874361,0.000135825,0.0001936717,0.002517203,0.001184797,0.00001597034,0.0002915509,0.0003004606,0.09948167,0.00771991],"study_design_scores_gemma":[0.1157158,0.005219832,0.3843409,0.002929969,0.003013704,0.06508699,0.01412001,0.01387215,0.03978828,0.003993863,0.3476685,0.004249973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236189,0.001381761,0.00004014537,0.004762571,0.0001876631,0.0004402733,0.000006010144,0.000102686,0.06946006],"genre_scores_gemma":[0.9920259,0.00009136428,0.001002702,0.001715233,0.00007458001,0.00001013133,0.00008343255,0.00002836367,0.004968331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5030951,"threshold_uncertainty_score":0.9426078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1555445015","doi":"","title":"Cosmetic surgery market predicted to double by 2017","year":2010,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Surgery; Medicine; Business","authors":[{"name":"Bill Gillette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858319360503291,"gpt":0.2945260695905909,"spread":0.275942875985558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001927679,0.0003329489,0.0006847527,0.0002546606,0.0002209511,0.00004573241,0.0003896462,0.0003878984,0.01087648],"category_scores_gemma":[0.0001443316,0.0003098026,0.0001569496,0.0002904456,0.000305466,0.0001192367,0.0001722383,0.0004794249,0.005370301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001150683,"about_ca_system_score_gemma":0.00005804852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611383,"about_ca_topic_score_gemma":0.0002514456,"domain_scores_codex":[0.9977341,0.0001702984,0.0005200931,0.0006094991,0.0001678123,0.0007982552],"domain_scores_gemma":[0.9980106,0.000571112,0.0001547272,0.0008990983,0.0001069462,0.0002575293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002049781,0.00014753,0.07366804,0.00001331698,0.0001743473,0.0002791675,0.0003415472,5.095923e-8,0.0006055515,0.0004869582,0.9226949,0.00138368],"study_design_scores_gemma":[0.001293313,0.00004004255,0.02876305,0.00001116392,0.00009313577,0.001479022,0.000263663,0.00001502262,0.001131211,0.0002946546,0.9661477,0.0004679803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3982984,0.001574865,0.0004700291,0.02779491,0.006600652,0.0009008156,0.0002175568,0.0006188993,0.5635239],"genre_scores_gemma":[0.9266605,0.00008677371,0.0007982684,0.008753542,0.0003333031,0.000454999,0.0001676744,0.00008811829,0.06265683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5283621,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2215137433","doi":"","title":"Discoverers who advanced dermatology","year":2015,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Art history; Art; Library science; Computer science","authors":[{"name":"Louise Gagnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0221842796123452,"gpt":0.2876651066839355,"spread":0.2654808270715903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009239736,0.00047037,0.001545883,0.0003755769,0.0001792469,0.000009062939,0.0002658575,0.0004642911,0.0001544703],"category_scores_gemma":[0.0003879436,0.0004009823,0.0002140221,0.000322373,0.0008786029,0.0002057757,0.0001798306,0.0005556714,0.001709684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465506,"about_ca_system_score_gemma":0.0004828548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004153523,"about_ca_topic_score_gemma":0.00004222911,"domain_scores_codex":[0.9970966,0.0002223495,0.0007931688,0.0006626971,0.0003594892,0.000865703],"domain_scores_gemma":[0.9978097,0.000202982,0.0002513325,0.0008533279,0.0002288492,0.0006538022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004201683,0.0001617631,0.05990831,0.0001379136,0.0002755025,0.004049428,0.0008391725,0.000003668794,0.0001060676,0.002499753,0.9301323,0.001465903],"study_design_scores_gemma":[0.007658853,0.0002338941,0.001410479,0.00009101804,0.0003472838,0.0267006,0.003638054,0.0002323284,0.001425992,0.0006846717,0.9570707,0.0005061134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2333459,0.01523503,0.001187965,0.06352732,0.002330145,0.001092324,0.00001606746,0.0006404917,0.6826248],"genre_scores_gemma":[0.8368261,0.001193116,0.004286493,0.1388298,0.000408124,0.0002777116,0.0002764303,0.0001757249,0.01772654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6648983,"threshold_uncertainty_score":0.9998442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1678705386","doi":"","title":"Mylan buys generic derm drugs from Valeant","year":2012,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Business","authors":[{"name":"Bill Gillette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0205158400867495,"gpt":0.2798964264939771,"spread":0.2593805864072276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001013799,0.0001753736,0.0003949049,0.0001072542,0.00009110117,0.000009423001,0.0001026515,0.0004931411,0.001213629],"category_scores_gemma":[0.00003188234,0.0001311478,0.0001154102,0.0001597027,0.000427272,0.00007519776,0.00006629891,0.0003336068,0.0009035554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003222914,"about_ca_system_score_gemma":0.00008684734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250994,"about_ca_topic_score_gemma":0.0000165624,"domain_scores_codex":[0.9986404,0.00009542317,0.0003347408,0.0002344313,0.0002588646,0.0004361677],"domain_scores_gemma":[0.9990451,0.0001133462,0.0001022472,0.0003438829,0.00004995051,0.0003454415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003527947,0.001649895,0.286548,0.0004915966,0.001142837,0.0004390252,0.01400364,0.000005654003,0.01872212,0.02029151,0.4129335,0.2434195],"study_design_scores_gemma":[0.004032305,0.0001032233,0.1567536,0.0001209693,0.0005566787,0.002218796,0.001333025,0.003699623,0.01742137,0.005585141,0.8074671,0.0007081298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821163,0.009335407,0.002666553,0.07032145,0.001763534,0.000479478,0.00002680288,0.0002784393,0.03301209],"genre_scores_gemma":[0.9886988,0.000255721,0.002291712,0.006482675,0.0005877619,0.0000137001,0.0002688539,0.00002823264,0.001372517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3945336,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}