{"id":"W2990145928","doi":"10.1016/j.jogc.2019.10.007","title":"ALARM and moreOB: Shaping the Present and Future of Labour and Delivery Training in Canada and Abroad","year":2019,"lang":"en","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Ottawa; The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Nursing; Obstetrics and gynaecology; Family medicine; Medical education; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01503209,0.003307743,0.00486433,0.006393714,0.008642998,0.02124632,0.005550259,0.0307778,0.01106459],"category_scores_gemma":[0.05530231,0.001203948,0.002721597,0.005764424,0.00609567,0.006142218,0.002878848,0.03048186,0.003761498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02387044,"about_ca_system_score_gemma":0.04748807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1512104,"about_ca_topic_score_gemma":0.3797028,"domain_scores_codex":[0.9844355,0.002692452,0.001948836,0.00110897,0.007935233,0.001879143],"domain_scores_gemma":[0.9049052,0.0346852,0.003271547,0.00103121,0.03823657,0.01787024],"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":[0.00002414419,0.000008324658,0.0000377293,0.0002942861,0.00001319417,0.00005267073,0.00008832877,0.00001239892,0.00001276439,0.0002573387,0.9967204,0.00247841],"study_design_scores_gemma":[0.00006582619,0.00002629664,0.000995441,0.002999767,0.0001083048,0.0001437035,0.001223045,0.00007225533,0.00004686729,0.0006965813,0.9935708,0.00005113556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004673401,0.01425771,0.00002115998,0.0784931,0.9061855,0.0000109313,0.00005347692,0.00001225131,0.0009191702],"genre_scores_gemma":[0.001439954,0.02095789,0.00007794784,0.05478544,0.9152281,0.00002653314,0.00003921916,0.00003823914,0.007406718],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1512104,"threshold_uncertainty_score":0.3006606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387335322234906,"score_gpt":0.2446018474409233,"score_spread":0.2307284942185743,"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."}}