{"id":"W2039340106","doi":"10.1503/cmaj.120682","title":"Diagnostic criteria for gestational diabetes: Who decides?","year":2012,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gestational diabetes; Diabetes mellitus; Medicine; Pound (networking); Psychology; Pediatrics; Pregnancy; Gestation; Endocrinology; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003479958,0.0006288331,0.001565649,0.002085831,0.002354639,0.001787014,0.001958764,0.01719866,0.007694132],"category_scores_gemma":[0.02446557,0.0006465698,0.0007900542,0.001142855,0.001860518,0.004494314,0.001113441,0.02420006,0.006150977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900261,"about_ca_system_score_gemma":0.002529659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131598,"about_ca_topic_score_gemma":0.0189302,"domain_scores_codex":[0.9970381,0.001283596,0.0005277719,0.0002531851,0.0005993923,0.0002980122],"domain_scores_gemma":[0.9931096,0.003802484,0.0004090941,0.0001388524,0.001449397,0.001090505],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117273,0.0000582309,0.005641608,0.0001072627,0.00001775912,0.006628808,0.0002525296,0.0000884872,0.0002232864,0.002543665,0.9534339,0.03089265],"study_design_scores_gemma":[0.0006464192,0.0003029489,0.01992933,0.008048029,0.0001259604,0.08569542,0.005555375,0.004039446,0.0006289262,0.06485941,0.809826,0.0003427012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008314849,0.004240666,0.0002291146,0.9837346,0.007247238,0.00002423245,0.00008916844,0.00002035399,0.003583049],"genre_scores_gemma":[0.02778422,0.0163823,0.002163432,0.8661397,0.08030771,0.0001226079,0.0004355096,0.00006643817,0.006598141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.99652,"threshold_uncertainty_score":0.0282985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843865405890399,"score_gpt":0.2975417849211648,"score_spread":0.2791031308622608,"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."}}