{"id":"W2161094890","doi":"10.1503/cmaj.111753","title":"Effect of a collaborative interdisciplinary maternity care program on perinatal outcomes","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; B.C. Women's Hospital & Health Centre; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Maternity care; Prenatal care; Pregnancy; Perinatal mortality; Computer science; Data science; Medicine; Fetus; Environmental health; Population; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009968375,0.000119435,0.0003078684,0.0001513832,0.0001709203,0.00002092544,0.00009316376,0.0001996629,0.004329512],"category_scores_gemma":[0.0005122793,0.00008245552,0.0001588331,0.0001335358,0.00003679746,0.0000906379,0.00003172247,0.0006065578,0.0001134864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008415448,"about_ca_system_score_gemma":0.0005853284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006384725,"about_ca_topic_score_gemma":0.001583339,"domain_scores_codex":[0.9981329,0.0002352542,0.0003831741,0.00008045116,0.0007770399,0.0003911907],"domain_scores_gemma":[0.997797,0.0001267097,0.0001932229,0.00007793665,0.000316804,0.001488328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002596839,0.0001814768,0.8236786,0.0009703075,0.0001426119,0.0002351778,0.001334107,2.111221e-7,0.000002826351,0.00008784018,0.005262882,0.1678443],"study_design_scores_gemma":[0.002321217,0.003939669,0.7560583,0.0005950725,0.00004081295,0.0005350873,0.0007844846,0.00001699573,0.0004194798,0.000007646489,0.2351602,0.0001210411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880556,0.00008263036,0.000001498903,0.004263128,0.0009065989,0.001356315,0.0001541984,0.00001849884,0.005161568],"genre_scores_gemma":[0.9973394,0.000004262987,0.0000412884,0.0006560247,0.000517446,0.00027678,0.00001149732,0.00001120839,0.001142035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298974,"threshold_uncertainty_score":0.9965807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008754843831809444,"score_gpt":0.3643943758004514,"score_spread":0.355639531968642,"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."}}