{"id":"W4381470550","doi":"10.1192/bjp.2023.74","title":"Clinical index to quantify the 1-year risk for common postpartum mental disorders at the time of delivery (PMH CAREPLAN): development and internal validation","year":2023,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; The Scarborough Hospital; University of Ottawa; Jewish General Hospital; University of Alberta; Women's College Hospital; Queen's University; McGill University; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Population; Mental health; Pediatrics; Psychiatry; Environmental health","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":[0.006988232,0.001141782,0.0006197256,0.002501153,0.0007644293,0.001255549,0.001539489,0.0005407185,0.001606679],"category_scores_gemma":[0.01924777,0.0003701969,0.001481431,0.002060287,0.0005863456,0.000568152,0.001351224,0.001089722,0.0004847599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004653128,"about_ca_system_score_gemma":0.006811434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1168067,"about_ca_topic_score_gemma":0.1480915,"domain_scores_codex":[0.9967234,0.0007451547,0.0003853904,0.0004821565,0.001467237,0.0001966017],"domain_scores_gemma":[0.9865849,0.003207942,0.00377131,0.0009601293,0.004888937,0.0005867589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001434972,0.0001379117,0.9815662,0.00007573605,0.0001803975,0.00002788859,0.0001442177,0.001303176,0.0001276384,0.0002608832,0.001835117,0.01419724],"study_design_scores_gemma":[0.00004179536,0.0002488634,0.9877978,0.00005260642,0.00007946372,0.000129448,0.0001518213,0.0091027,0.0002610519,0.0002281169,0.001887938,0.00001835151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311284,0.0005760656,0.02437881,0.0004864852,0.000125101,0.004267698,0.02538917,0.0006408476,0.01300743],"genre_scores_gemma":[0.9433628,0.0002970868,0.03388952,0.000108147,0.00004079079,0.002137925,0.01876184,0.00004780875,0.001353952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168067,"threshold_uncertainty_score":0.2322536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953184880361072,"score_gpt":0.3247030127816153,"score_spread":0.3051711639780046,"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."}}