{"id":"W4205580902","doi":"10.1016/j.jogc.2021.01.009","title":"Excerpts from the World Medical Literature: Obstetrics","year":2021,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstetrics; MEDLINE; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897761,0.00182139,0.001263251,0.00439297,0.004514256,0.003447314,0.001677492,0.01606228,0.02456444],"category_scores_gemma":[0.02702487,0.0006978502,0.0006439163,0.005376631,0.001880768,0.002242819,0.002713439,0.00863672,0.01673214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004482334,"about_ca_system_score_gemma":0.002936737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148525,"about_ca_topic_score_gemma":0.02295383,"domain_scores_codex":[0.9975095,0.0006881356,0.0004466078,0.0001621211,0.0008711452,0.000322439],"domain_scores_gemma":[0.9853,0.01002393,0.001580834,0.0001991017,0.001993814,0.0009022079],"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":[0.00002023636,0.000005197245,0.000043419,0.0001189809,0.000001918769,0.0006997614,0.0002036538,0.00001887337,0.00005483391,0.0005984777,0.9956298,0.002604806],"study_design_scores_gemma":[0.00003335026,0.00001042285,0.001123077,0.0006373707,0.000005542655,0.001044335,0.0005949124,0.00005214975,0.00004518956,0.001180428,0.9952583,0.00001488132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008204519,0.0257345,0.0002047054,0.7547137,0.1584873,0.0001510583,0.0009506936,0.00006349279,0.05887412],"genre_scores_gemma":[0.006006153,0.01627374,0.0003781102,0.7243181,0.1506774,0.0002762166,0.0004593864,0.00008310685,0.1015279],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02456444,"threshold_uncertainty_score":0.08217627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184645695672057,"score_gpt":0.240041819672053,"score_spread":0.2281953627153324,"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."}}