{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"7b81cf5b6b05","filters":{"venue":"Journal of Health & Medical Informatics"}},"results":[{"id":"W2795819253","doi":"10.4172/2157-7420.1000307","title":"A Mobile-Based Diet Monitoring System for Obesity Management","year":2018,"lang":"en","type":"article","venue":"Journal of Health & Medical Informatics","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Journaling file system; Wearable computer; Computer science; Android (operating system); Multimedia; Key (lock); Human–computer interaction; Embedded system; Computer security; Operating system","authors":[{"name":"Bruno Vieira Resende E Silva","is_ca":false},{"name":"Milad Ghiasi Rad","is_ca":false},{"name":"Juan Cui","is_ca":false},{"name":"Megan McCabe","is_ca":false},{"name":"Kaiyue Pan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03480361850337158,"gpt":0.3595346654042146,"spread":0.324731046900843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001988645,0.0007032499,0.000710537,0.0008619344,0.0003219493,0.0004099665,0.0007090978,0.000604457,0.008395191],"category_scores_gemma":[0.000620937,0.0001687762,0.0002409485,0.0004266666,0.0000788991,0.0003635462,0.0005500674,0.0003395364,0.002300957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756506,"about_ca_system_score_gemma":0.0002548368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009446312,"about_ca_topic_score_gemma":0.00132432,"domain_scores_codex":[0.9998108,0.0000216996,0.00001612737,0.00006847308,0.00006155949,0.00002152666],"domain_scores_gemma":[0.9996638,0.00007724787,0.00004036953,0.0000326929,0.0001219748,0.00006386331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004317983,0.001373797,0.03825817,0.00131274,0.0002523327,0.002926929,0.0009025576,0.001452939,0.2009448,0.001160757,0.06478238,0.6823147],"study_design_scores_gemma":[0.001857308,0.007844014,0.2794702,0.0006238261,0.001418683,0.01594068,0.0009571241,0.2127128,0.2056569,0.002944618,0.269892,0.0006819541],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5144904,0.00498794,0.3301237,0.001573047,0.001336711,0.003267958,0.01401661,0.09579882,0.03440476],"genre_scores_gemma":[0.8391351,0.001193837,0.1279339,0.001518523,0.0004019237,0.001636576,0.004442376,0.0006245399,0.02311338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008395191,"threshold_uncertainty_score":0.02808475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479100523","doi":"10.4172/2157-7420.1000e125","title":"Big Data and Visual Analytics in Health and Medicine: From Pipe Dream to Reality","year":2014,"lang":"en","type":"article","venue":"Journal of Health & Medical Informatics","topic":"AI in cancer detection","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Dream; Big data; Visual analytics; Analytics; Augmented reality; Data science; Computer science; Visualization; Computer graphics (images); Human–computer interaction; Psychology; Artificial intelligence; Data mining","authors":[{"name":"Noreen Kamal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08096069610693571,"gpt":0.3982749654087144,"spread":0.3173142693017788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01343409,0.0006763809,0.001018465,0.003906732,0.001629068,0.01364589,0.002481385,0.002470494,0.00768316],"category_scores_gemma":[0.03300865,0.0007523492,0.0009404518,0.004893303,0.005213236,0.02521962,0.007220178,0.005274089,0.001870707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788034,"about_ca_system_score_gemma":0.00275827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299708,"about_ca_topic_score_gemma":0.004098575,"domain_scores_codex":[0.994365,0.002935345,0.0003062742,0.000434561,0.001733989,0.0002248295],"domain_scores_gemma":[0.9655378,0.02260315,0.001121698,0.004972595,0.003846584,0.001918172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004063144,0.0001493553,0.007356422,0.002076637,0.0002137889,0.0002686635,0.00313098,0.004946035,0.00236185,0.3553702,0.2145983,0.4091215],"study_design_scores_gemma":[0.00004703314,0.00006674897,0.002027253,0.001311644,0.00003908858,0.0002963527,0.005465869,0.01521882,0.001461823,0.690816,0.2831291,0.000120217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02224558,0.06312845,0.3665636,0.4936745,0.006693035,0.0004020415,0.008798273,0.004098128,0.03439642],"genre_scores_gemma":[0.3473465,0.06105096,0.5352173,0.02555523,0.01027611,0.0006434497,0.006432727,0.001982088,0.01149555],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01364589,"threshold_uncertainty_score":0.07104707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754177351","doi":"10.4172/2157-7420-c1-017","title":"WHY TELEHEALTH IS NOT ABOUT TECHNOLOGY?","year":2017,"lang":"en","type":"article","venue":"Journal of Health & Medical Informatics","topic":"Telemedicine and Telehealth Implementation","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":"Telehealth; Telemedicine; Medicine; Business; Economics; Health care; Economic growth","authors":[{"name":"Christian Milaster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04908588449942956,"gpt":0.4223042757440476,"spread":0.373218391244618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009264817,0.0006716237,0.0006889166,0.001960108,0.003900043,0.01472385,0.001232961,0.01319704,0.01774812],"category_scores_gemma":[0.0348964,0.000397537,0.0006570381,0.001857554,0.01698853,0.02607491,0.004038331,0.01465861,0.008443734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004818047,"about_ca_system_score_gemma":0.00331452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054582,"about_ca_topic_score_gemma":0.002861508,"domain_scores_codex":[0.9819883,0.008800172,0.0007698365,0.001618014,0.005587806,0.001235923],"domain_scores_gemma":[0.9732366,0.01802765,0.000883646,0.001498527,0.004677899,0.001675746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000543654,0.00007639563,0.002265711,0.001143871,0.00004050657,0.0004193822,0.005876466,0.0002369319,0.0004779262,0.3671547,0.4682705,0.1539834],"study_design_scores_gemma":[0.00002600777,0.00005993004,0.001401675,0.001933957,0.000025406,0.00112274,0.005514637,0.0002269116,0.0003724178,0.1326751,0.8565807,0.00006044589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001388693,0.03936151,0.005676474,0.8821835,0.0102563,0.00003227192,0.00008602564,0.0002329036,0.06078234],"genre_scores_gemma":[0.1734537,0.1262246,0.01011434,0.5947645,0.03593946,0.0003204038,0.0002520432,0.0007020028,0.05822895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01774812,"threshold_uncertainty_score":0.05937338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319099125","doi":"10.4172/2157-7420.1000113","title":"Standardizing Canadian Decision Support Systems","year":2012,"lang":"en","type":"article","venue":"Journal of Health & Medical Informatics","topic":"Patient Safety and Medication Errors","field":"Health Professions","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":"Decision support system; Computer science; Artificial intelligence","authors":[{"name":"Keith Jansa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09236121062393528,"gpt":0.4670338859400212,"spread":0.3746726753160859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03112043,0.001262705,0.000796314,0.008502495,0.004514383,0.0125326,0.005327031,0.001921931,0.00925574],"category_scores_gemma":[0.09240858,0.000667435,0.001133768,0.007841838,0.002666825,0.004392447,0.005256784,0.003080672,0.002674058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0928756,"about_ca_system_score_gemma":0.1984007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9103035,"about_ca_topic_score_gemma":0.8992774,"domain_scores_codex":[0.9580837,0.007710063,0.003294135,0.003023336,0.02464001,0.003248782],"domain_scores_gemma":[0.8820414,0.008362216,0.001600966,0.005903267,0.09855657,0.003535597],"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":[0.000192791,0.0001297516,0.009035295,0.0005635243,0.0001317644,0.0001504522,0.001466183,0.01726434,0.001052226,0.1703967,0.2413236,0.5582933],"study_design_scores_gemma":[0.0001914628,0.0001120904,0.01152042,0.001514322,0.0001419842,0.0001173425,0.001436617,0.03386991,0.002199612,0.05247752,0.8961172,0.0003017282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04172391,0.01684679,0.2435725,0.1974349,0.007205784,0.003714021,0.01654107,0.01005233,0.4629087],"genre_scores_gemma":[0.4431393,0.01767817,0.4568811,0.01410504,0.001126595,0.001534888,0.01770016,0.0009054306,0.04692944],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9103035,"threshold_uncertainty_score":0.6738628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}