{"id":"W3080950682","doi":"10.1186/s12884-020-03174-6","title":"Quality assurance assessment of a specialized perinatal mental health clinic","year":2020,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Anxiety; Edinburgh Postnatal Depression Scale; Mental health; Mood; Psychiatry; Depression (economics); Postpartum period; Pregnancy; Outpatient clinic; Reproductive medicine; Depressive symptoms; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02938026,0.0003556383,0.0005613998,0.003074475,0.001441731,0.002143505,0.001709405,0.0004746258,0.003966746],"category_scores_gemma":[0.09342774,0.0005072613,0.001057309,0.003442858,0.0006532895,0.001091783,0.002420168,0.0009553641,0.0004706777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00731923,"about_ca_system_score_gemma":0.01261801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981789,"about_ca_topic_score_gemma":0.02625418,"domain_scores_codex":[0.965583,0.01648926,0.005555875,0.002676575,0.007908814,0.00178645],"domain_scores_gemma":[0.844277,0.03832551,0.05329017,0.007255775,0.04582805,0.01102347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000592337,0.0007596145,0.8851603,0.00102912,0.0002344297,0.0001163776,0.002873705,0.000451538,0.0005539875,0.000246778,0.006150546,0.1018314],"study_design_scores_gemma":[0.0001995284,0.001375279,0.9876159,0.0004904966,0.0001219838,0.0001497229,0.00204341,0.001569423,0.0005193484,0.00008400784,0.005803983,0.00002693058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575323,0.002218302,0.00919042,0.003599118,0.0002126676,0.00952016,0.009200864,0.0003833605,0.008142738],"genre_scores_gemma":[0.9726284,0.0007749459,0.01444132,0.0009589116,0.0001493839,0.005258824,0.004976538,0.00003968731,0.0007719774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02938026,"threshold_uncertainty_score":0.1553795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242518266343418,"score_gpt":0.3795305870269506,"score_spread":0.3271054043635164,"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."}}