{"id":"W4390197408","doi":"10.37349/emed.2023.00189","title":"Improving treatment of women with schizophrenia: a review of the recent literature","year":2023,"lang":"en","type":"review","venue":"Exploration of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychosocial; Psychiatry; Antipsychotic; Reproductive health; Psychology; Population","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":[0.001011022,0.000919008,0.001880151,0.003548743,0.0003902737,0.001037788,0.0009297073,0.001016052,0.003979627],"category_scores_gemma":[0.002977565,0.0003770462,0.001417126,0.00421998,0.0003599895,0.001157256,0.0006876398,0.001006633,0.0004918538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008420026,"about_ca_system_score_gemma":0.002352247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003495602,"about_ca_topic_score_gemma":0.007603318,"domain_scores_codex":[0.9994562,0.0001351532,0.0001759421,0.00007492115,0.0001276778,0.00002998491],"domain_scores_gemma":[0.9984655,0.001053316,0.0002417952,0.00001874941,0.0001777531,0.00004302245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001359082,0.00006030648,0.000276095,0.3077256,0.0005139007,0.0001889872,0.000228449,0.0002494282,0.0003568574,0.001019589,0.01592287,0.6733221],"study_design_scores_gemma":[0.00009416894,0.0003326803,0.00441221,0.3083289,0.004096521,0.00271115,0.0005716212,0.0001673869,0.0003232438,0.001755829,0.6771438,0.00006247046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005271122,0.9996541,0.00001546244,0.00009849509,0.00004343655,0.000004262182,0.00001403237,0.000001406282,0.0001161557],"genre_scores_gemma":[0.0003468749,0.9994377,0.00005630083,0.00008133091,0.00002954847,0.000004950984,0.00001183428,3.926052e-7,0.00003096216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003979627,"threshold_uncertainty_score":0.01331317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606547345097258,"score_gpt":0.3688699871030549,"score_spread":0.2828045136520823,"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."}}