{"id":"W2937462761","doi":"10.1016/j.jogc.2019.02.187","title":"INVESTIGATING THE INCREASED INCIDENCE OF SHOULDER DYSTOCIA IN NOVA SCOTIA: A RETROSPECTIVE DATABASE AND CHART REVIEW","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Incidence (geometry); Nova scotia; Shoulder dystocia; Chart; Retrospective cohort study; Obstetrics; Pregnancy; Surgery; Statistics","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":[0.001064192,0.0002382703,0.0005549703,0.004367078,0.001067874,0.001290211,0.00097724,0.0005871721,0.001403083],"category_scores_gemma":[0.007619493,0.0005647278,0.0005192423,0.007024453,0.0006733901,0.000518242,0.001312641,0.0004732399,0.0002118401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006085719,"about_ca_system_score_gemma":0.009271745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6880596,"about_ca_topic_score_gemma":0.7053419,"domain_scores_codex":[0.9980084,0.0002591981,0.0005509232,0.0003197631,0.0005043472,0.0003573742],"domain_scores_gemma":[0.985858,0.001881937,0.007504723,0.0004863065,0.003175944,0.001093034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000024035,0.000008177964,0.9983355,0.00009505745,0.00004340458,0.0002794984,0.0002080618,0.00002136838,0.00007948605,0.00001571846,0.0003341514,0.0005554335],"study_design_scores_gemma":[0.00000249513,0.00001327054,0.9988287,0.00006512121,0.00002394236,0.0002511512,0.0004484506,0.00003639862,0.00002101997,0.000002960987,0.0003029256,0.000003592055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822915,0.002784322,0.0001175353,0.0002575235,0.00002850496,0.000121674,0.01248742,0.000009718248,0.001901905],"genre_scores_gemma":[0.9943877,0.001408025,0.0002010025,0.0001877101,0.00001411179,0.00007159586,0.003370048,0.000005906749,0.0003539282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3119404,"threshold_uncertainty_score":0.6275549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446361951022603,"score_gpt":0.2630054801089693,"score_spread":0.2485418605987433,"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."}}