{"id":"W2122380629","doi":"10.1016/s1701-2163(16)35379-8","title":"Validation of a Prediction Model for Predicting the Probability of Morbidity Related to a Trial of Labour in Quebec","year":2012,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.004586336,0.000763786,0.0006226181,0.001074128,0.001221755,0.001323834,0.001515556,0.0007759546,0.002132497],"category_scores_gemma":[0.01186309,0.0003055044,0.0006845029,0.0009643785,0.0004003448,0.0003405322,0.0005388244,0.001015808,0.0003874159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008296003,"about_ca_system_score_gemma":0.0104831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9581404,"about_ca_topic_score_gemma":0.9252815,"domain_scores_codex":[0.9991912,0.0003834031,0.00005920067,0.0001248454,0.0001081798,0.0001331665],"domain_scores_gemma":[0.9911485,0.004849248,0.0005725516,0.0002818316,0.00262217,0.0005256323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006396862,0.0003794157,0.9512017,0.00003362063,0.0003518416,0.0001461634,0.0002253684,0.02774796,0.0002617667,0.0003578039,0.004625543,0.01402903],"study_design_scores_gemma":[0.0002212974,0.000217836,0.5553396,0.00008239556,0.0001809874,0.00006503198,0.0005175148,0.441319,0.0002794045,0.0002153796,0.001526555,0.00003501894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918892,0.000170847,0.002340494,0.0004894679,0.00004260426,0.00008185617,0.003819291,0.00007264168,0.001093616],"genre_scores_gemma":[0.9937096,0.0000946632,0.001827341,0.00006111844,0.000008712099,0.00006141568,0.003315588,0.00001349094,0.0009080974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04185963,"threshold_uncertainty_score":0.08421224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838304176462352,"score_gpt":0.3075494602612798,"score_spread":0.2691664184966563,"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."}}