{"id":"W4321003801","doi":"10.1001/jamanetworkopen.2022.56203","title":"Severe Maternal Morbidity and Mortality Among Immigrant and Canadian-Born Women Residing Within Low-Income Neighborhoods in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Immigration; Demography; Low income; Geography; Medicine; Gerontology; Socioeconomics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593205,0.000205537,0.0003614711,0.00009958467,0.000288587,0.0002142732,0.000310308,0.00017344,0.0008384203],"category_scores_gemma":[0.00002217097,0.0002063367,0.00001493919,0.0003914852,0.00004822382,0.0002452145,0.0001393324,0.0004646463,0.00001282661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731806,"about_ca_system_score_gemma":0.001440064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999537,"about_ca_topic_score_gemma":0.9999975,"domain_scores_codex":[0.9976779,0.0002551304,0.0004754917,0.000487333,0.0001843386,0.0009198077],"domain_scores_gemma":[0.9986942,0.0001150299,0.0001388427,0.0003473367,0.00003189423,0.0006726278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160668,0.000006759306,0.9793988,0.00003315638,0.00004822696,0.0003331243,0.009336975,0.000238812,2.974834e-7,0.0004287726,0.009623315,0.0004357091],"study_design_scores_gemma":[0.0009960065,0.00003421067,0.9945295,0.0001278812,0.000008297155,0.00002126882,0.001449636,0.0003838816,9.244825e-7,0.0006296543,0.00158534,0.0002334029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946644,0.0001126345,0.000001051922,0.0004859717,0.000693271,0.0006378306,0.0000662129,0.00002406487,0.003314531],"genre_scores_gemma":[0.9964154,0.00002682409,0.0000335349,0.0008110334,0.0001793609,0.0001377472,0.00005272106,0.00002514182,0.002318219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513071,"threshold_uncertainty_score":0.9180114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180172069014665,"score_gpt":0.2827536057775719,"score_spread":0.2609518850874252,"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."}}