{"id":"W6907800184","doi":"10.25384/sage.c.6314460","title":"Mental Disorders Among Mothers of Children Born Preterm: A Population-Based Cohort Study in Canada","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Poisson regression; Incidence (geometry); Cohort study; Anxiety; Cohort; Mood; Mood disorders; Rate ratio","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005822662,0.0003250736,0.0004291751,0.00119528,0.002603141,0.001122323,0.001034188,0.0003811523,0.001297591],"category_scores_gemma":[0.001243049,0.0004124323,0.0005946434,0.003356299,0.000463883,0.000317484,0.0008337827,0.0006853522,0.0001730435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01574379,"about_ca_system_score_gemma":0.01866398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888389,"about_ca_topic_score_gemma":0.9922699,"domain_scores_codex":[0.9992756,0.00004952946,0.00004231485,0.0001386058,0.0002233828,0.0002706602],"domain_scores_gemma":[0.9989448,0.00005061473,0.0002185082,0.00004647323,0.0004339826,0.0003057074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002505815,0.0000218439,0.9976925,0.00001990335,0.00003938673,0.00008786125,0.0003625701,0.00002711919,0.0001086398,0.00003731309,0.0004509416,0.001126939],"study_design_scores_gemma":[0.00000862229,0.0000229219,0.997744,0.00003908846,0.00003654096,0.0001013942,0.001164143,0.0001648054,0.00003942235,0.00002137084,0.0006514494,0.000006280277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9926657,0.0007887956,0.0001715195,0.0003143153,0.00001858476,0.00008879419,0.004767214,0.000009344739,0.001175743],"genre_scores_gemma":[0.9963614,0.0008822992,0.0003104658,0.0001677984,0.000007309879,0.00004458086,0.001614483,0.000004205496,0.0006072976],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01574379,"threshold_uncertainty_score":0.1142297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455850011681223,"score_gpt":0.2736355852617681,"score_spread":0.2590770851449559,"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."}}