{"id":"W3201204951","doi":"10.82308/13295","title":"Predictors of emergency caesarean births among low-risk migrant women from low-and middle-income countries giving birth in Montreal, Canada","year":2016,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Low income; Low and middle income countries; Medicine; Demography; Demographic economics; Developing country; Economic growth; Economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004439621,0.0003912098,0.0002835071,0.001243545,0.001921442,0.001065492,0.001243714,0.0004152419,0.003477665],"category_scores_gemma":[0.002386299,0.0002724615,0.000410143,0.002157593,0.000618923,0.0002233437,0.0008263863,0.0005773085,0.0001876619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01632775,"about_ca_system_score_gemma":0.0257096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924327,"about_ca_topic_score_gemma":0.9939491,"domain_scores_codex":[0.9996203,0.00003210831,0.00002588181,0.00006073848,0.00008904518,0.0001718799],"domain_scores_gemma":[0.9987382,0.0001201752,0.0003108546,0.00003386899,0.0004497278,0.0003471547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003888268,0.00001251802,0.9966981,0.00003530076,0.00001954752,0.00009964518,0.0004073069,0.00006791408,0.00008421903,0.00004829609,0.0007705642,0.001717638],"study_design_scores_gemma":[0.000005641023,0.00001759848,0.9977379,0.00006265383,0.00001875132,0.00006577327,0.001364707,0.0001402996,0.00003284988,0.00001104779,0.0005364642,0.000006399106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991281,0.00163993,0.0001302903,0.0006740439,0.00002547583,0.0000735821,0.004064968,0.00001581111,0.002094941],"genre_scores_gemma":[0.9968318,0.0009004392,0.000179967,0.0000891876,0.000007000792,0.00003196577,0.001008221,0.000004397694,0.0009469526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632775,"threshold_uncertainty_score":0.1184666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008943534819804297,"score_gpt":0.2203732338453785,"score_spread":0.2114296990255742,"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."}}