{"id":"W3133988152","doi":"10.21203/rs.3.rs-256614/v1","title":"Are Newborns of Immigrant Mothers More at Risk of Poorer Perinatal Health Than Those of Natives-born Mothers? One Size Does Not Fit All. A Population-based Study, Montreal, Quebec.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Fonds De La Recherche Scientifique - FNRS","keywords":"Immigration; Demography; Population; Medicine; Psychology; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000803224,0.0004322496,0.0003431552,0.001006881,0.001938664,0.000952395,0.001125746,0.0006570879,0.002237584],"category_scores_gemma":[0.001857124,0.0003300888,0.0006292213,0.001894808,0.000704452,0.0005606376,0.0005232755,0.0005070237,0.0002371403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006422994,"about_ca_system_score_gemma":0.006002702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.943848,"about_ca_topic_score_gemma":0.9614448,"domain_scores_codex":[0.999622,0.00006276304,0.00002650061,0.00008753548,0.00008822582,0.000113042],"domain_scores_gemma":[0.9991518,0.00007320351,0.0002842208,0.00004569723,0.0002136018,0.0002314923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000345383,0.0000150083,0.9978458,0.00001586957,0.00003587444,0.00006359597,0.0003847688,0.00001410289,0.00008510795,0.00002631846,0.0002670979,0.001212056],"study_design_scores_gemma":[0.000004136672,0.00002513242,0.9986236,0.00002400841,0.00002231639,0.00004493552,0.000983475,0.00005804146,0.00001347088,0.00001042714,0.0001860509,0.000004475497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957866,0.001243165,0.00006673527,0.0005580427,0.00001671623,0.00002945347,0.001543066,0.000005148353,0.0007510965],"genre_scores_gemma":[0.9985019,0.0004524005,0.00009271251,0.0001203255,0.000007318405,0.00001720264,0.0004215724,0.000002024197,0.0003845593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05615199,"threshold_uncertainty_score":0.1129653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07294611424634787,"score_gpt":0.4293648224570689,"score_spread":0.356418708210721,"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."}}