{"id":"W4377014983","doi":"10.1097/01.aog.0000930056.51799.e7","title":"Perinatal Mental Illness in Canada: Canadian Health Care Providers Do Not Feel Competent [ID: 1377412]","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Anxiety; Mental health; Mood; Family medicine; Mental illness; Nursing; Descriptive statistics; Psychiatry","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":[0.001060396,0.0003079403,0.0004282675,0.001417768,0.01017123,0.002398344,0.001836329,0.001018993,0.01419313],"category_scores_gemma":[0.006953465,0.0004247903,0.0003860144,0.005497205,0.00138602,0.0009163652,0.001602198,0.002059582,0.0006087114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07645433,"about_ca_system_score_gemma":0.198934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986407,"about_ca_topic_score_gemma":0.9988822,"domain_scores_codex":[0.9981456,0.0001432649,0.0001149961,0.0001426261,0.000678001,0.0007755788],"domain_scores_gemma":[0.9932436,0.0005880503,0.0008765731,0.0001189995,0.003032282,0.002140455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683804,0.0001646157,0.6790375,0.001460613,0.00006429266,0.001144432,0.01365722,0.0001868668,0.0002352762,0.002190705,0.1871066,0.1145835],"study_design_scores_gemma":[0.00006649666,0.00007511297,0.9169989,0.002875981,0.00008037998,0.0004879348,0.04092875,0.0004223798,0.0001072588,0.0003309928,0.03754839,0.00007727354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354015,0.0229317,0.0004330301,0.08513621,0.001126205,0.0007949003,0.03203703,0.0001534396,0.121986],"genre_scores_gemma":[0.953887,0.01734306,0.0006368194,0.01123718,0.0001093092,0.0002451444,0.004888017,0.0000454084,0.01160813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07645433,"threshold_uncertainty_score":0.5547176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475851444853235,"score_gpt":0.2633248767889068,"score_spread":0.2485663623403744,"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."}}