{"id":"W4309666026","doi":"10.1177/07067437221138237","title":"Mental Disorders Among Mothers of Children Born Preterm: A Population-Based Cohort Study in Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Children's Hospital of Winnipeg; University of Manitoba","funders":"Manitoba Medical Service Foundation","keywords":"Medicine; Poisson regression; Population; Rate ratio; Pediatrics; Cohort; Mental health; Anxiety; Cohort study; Mood disorders; Incidence (geometry); Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005117237,0.0002786588,0.0004064301,0.0009972935,0.002259196,0.0009291703,0.0009496992,0.0003585024,0.001103524],"category_scores_gemma":[0.00113383,0.0003910612,0.0005057592,0.002841757,0.0004556676,0.0002942917,0.000749699,0.0006675199,0.0001634421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384429,"about_ca_system_score_gemma":0.01700076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841382,"about_ca_topic_score_gemma":0.9883673,"domain_scores_codex":[0.999402,0.00004079099,0.00003220752,0.000114242,0.0001990934,0.0002116226],"domain_scores_gemma":[0.999063,0.00004279931,0.0002041626,0.00003888357,0.0004052654,0.0002459107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002284016,0.00001888749,0.9980323,0.00001851661,0.00003155548,0.00009264019,0.000316342,0.00002292374,0.0001148463,0.00003098258,0.0003671269,0.0009309458],"study_design_scores_gemma":[0.000006860392,0.00002366092,0.9980162,0.0000368296,0.00003263758,0.000125988,0.001081075,0.0001349927,0.00004002515,0.00001750852,0.0004789928,0.000005252316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940706,0.0006633905,0.0001394599,0.0002430179,0.00001288477,0.00006967675,0.003869901,0.000007815644,0.0009231049],"genre_scores_gemma":[0.996621,0.0008950502,0.000297948,0.0001472697,0.000006212352,0.00004005582,0.001487867,0.000003978485,0.0005006153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01586181,"threshold_uncertainty_score":0.1004479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005969881321326837,"score_gpt":0.2359994099060667,"score_spread":0.2300295285847398,"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."}}