{"id":"W4364323308","doi":"10.35493/medu.43.22","title":"Perinatal Mental Health in Hamilton and Montreal","year":2023,"lang":"en","type":"article","venue":"The Meducator","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Mental health; Mandate; Psychiatry; Medicine; Mental illness; Childbirth; Public health; Pregnancy; Psychology; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004129444,0.0003277483,0.0002492706,0.00116724,0.005792494,0.001692568,0.0012905,0.0006733544,0.01708339],"category_scores_gemma":[0.001305051,0.0004135232,0.0003347142,0.002341155,0.0009901234,0.0004346436,0.001702453,0.0009180733,0.0007825318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06517702,"about_ca_system_score_gemma":0.1120328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945959,"about_ca_topic_score_gemma":0.9985288,"domain_scores_codex":[0.9993584,0.00006463267,0.00002155471,0.00005986181,0.0001486804,0.0003469163],"domain_scores_gemma":[0.9985972,0.00004694106,0.0000725542,0.00002701451,0.0003600775,0.0008962723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000257845,0.0002075668,0.3120818,0.0007867695,0.0001004723,0.005034029,0.00999818,0.0004437912,0.00150553,0.02231016,0.3381588,0.3091151],"study_design_scores_gemma":[0.00005115852,0.00006593613,0.7987638,0.0005204839,0.00002941465,0.00085768,0.00874354,0.0001941232,0.000249875,0.0004930024,0.1899713,0.00005971194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5010875,0.05257262,0.0009350459,0.0983272,0.002548439,0.001865564,0.035078,0.0003262954,0.3072594],"genre_scores_gemma":[0.7449483,0.02651208,0.002086784,0.008495632,0.0003677949,0.0006815579,0.004436574,0.00008994638,0.2123814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06517702,"threshold_uncertainty_score":0.4728946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873380139337332,"score_gpt":0.3229529008946743,"score_spread":0.3042190995013009,"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."}}