{"id":"W4252897689","doi":"10.1016/s1701-2163(17)30539-x","title":"JOGC Update Page","year":2017,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001356863,0.0007949311,0.001149303,0.005064463,0.00122187,0.00314734,0.001708246,0.003038049,0.5643905],"category_scores_gemma":[0.01495478,0.0005635598,0.001056868,0.003781728,0.0004074399,0.001636529,0.002003332,0.002725006,0.357641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963556,"about_ca_system_score_gemma":0.005330122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02788548,"about_ca_topic_score_gemma":0.06399927,"domain_scores_codex":[0.9987344,0.0001294787,0.0001279562,0.00009446074,0.000740812,0.0001728456],"domain_scores_gemma":[0.9857459,0.001693734,0.000690298,0.0005677976,0.008801035,0.002501258],"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":[0.000006539276,0.000004063819,0.00005184508,0.00004015369,0.000001049212,0.000007576171,0.000001695587,0.000005161132,0.000003815268,0.00003924741,0.9925625,0.007276518],"study_design_scores_gemma":[0.00002193667,0.000006973597,0.0005563019,0.0002282281,0.000006665666,0.00004875383,0.00001475912,0.00001452428,0.00001528709,0.0001283492,0.9989538,0.000004360458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001161799,0.01543722,0.0006096265,0.06855775,0.2228688,0.0004427717,0.06453874,0.002570522,0.6238127],"genre_scores_gemma":[0.0034076,0.01162933,0.001398953,0.02931449,0.04024228,0.000354719,0.04198534,0.001328113,0.870339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4356095,"threshold_uncertainty_score":0.6213441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255323773617131,"score_gpt":0.2990006646412239,"score_spread":0.2564474269050526,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}