{"id":"W4319004589","doi":"10.1186/s12888-022-04379-z","title":"Systematic review of structured care pathways in major depressive disorder and bipolar disorder","year":2023,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Yorkville University; University of Toronto","funders":"National Institute of Mental Health; Department of Psychiatry, University of Toronto; Temerty Faculty of Medicine, University of Toronto; Centre for Addiction and Mental Health Foundation; Canadian Institutes of Health Research; Grand Challenges Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care; Max Bell Foundation; MagVenture; Fondation Brain Canada; BrainsWay","keywords":"Bipolar disorder; Major depressive disorder; Psychology; Psychiatry; MEDLINE; Clinical psychology; Mood","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01768188,0.00164521,0.009064746,0.00833034,0.0008584404,0.002901022,0.002162179,0.001971403,0.005436433],"category_scores_gemma":[0.07810275,0.0009873346,0.007832602,0.009194572,0.001064866,0.002480768,0.001697671,0.001564563,0.0002960516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006620452,"about_ca_system_score_gemma":0.02093666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166368,"about_ca_topic_score_gemma":0.03419971,"domain_scores_codex":[0.9767916,0.01157755,0.006786826,0.001122753,0.003304136,0.0004171345],"domain_scores_gemma":[0.9502095,0.03520965,0.009517181,0.000714767,0.003848051,0.0005009477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002035883,0.00001499294,0.0003815899,0.9733858,0.006478478,0.00003974141,0.0001504967,0.00008184589,0.00005580735,0.0001687071,0.0007539983,0.0182849],"study_design_scores_gemma":[0.0006057087,0.0003315826,0.003149267,0.9369591,0.04880915,0.0001633744,0.0002980683,0.0001203522,0.0001114433,0.0002819394,0.009139643,0.00003022053],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002242833,0.9938403,0.0003177254,0.0003926791,0.0002343898,0.001843416,0.0006493507,0.00001371458,0.000465551],"genre_scores_gemma":[0.04410258,0.9469234,0.00265394,0.0008948363,0.0001494399,0.004460374,0.0005702088,0.00001021492,0.0002349077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01768188,"threshold_uncertainty_score":0.09351182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401392225169773,"score_gpt":0.3173983347524617,"score_spread":0.293384412500764,"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."}}