{"id":"W2231488402","doi":"10.1007/s10488-015-0696-z","title":"Integrated Care Pathways for Schizophrenia: A Scoping Review","year":2015,"lang":"en","type":"review","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Health care; Specialty; Psychology; Systematic review; Medicine; MEDLINE; Data science; Psychiatry; Computer science; Biology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004852083,0.0004199966,0.001973673,0.0006053465,0.0005760061,0.00008791076,0.0001473286,0.0002416288,0.00002071809],"category_scores_gemma":[0.0002080699,0.0003577217,0.0001293923,0.0008584552,0.0001233814,0.0002206031,0.0001514733,0.0009133636,0.00001314401],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796471,"about_ca_system_score_gemma":0.02308124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911828,"about_ca_topic_score_gemma":0.007623393,"domain_scores_codex":[0.9937408,0.001139193,0.002691521,0.0007475902,0.0007593367,0.0009215769],"domain_scores_gemma":[0.996465,0.0005199263,0.0007520326,0.0003166917,0.0002832167,0.001663166],"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":[0.0003385253,0.00009008711,0.00001353019,0.3953876,0.00001200969,0.00000183541,0.001397696,1.298069e-9,6.926297e-8,0.00009616542,0.001017431,0.6016451],"study_design_scores_gemma":[0.002302107,0.003737803,0.000005472357,0.3410254,0.00002805455,0.0001728776,0.008726173,0.00001788593,2.96502e-7,0.00003086694,0.643781,0.0001720204],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001414335,0.9649324,0.000001391131,0.01697827,0.0001566298,0.01648119,0.001163297,0.00003002339,0.0001153663],"genre_scores_gemma":[0.0001544869,0.9701122,0.0008755841,0.01200629,0.0003365633,0.000905151,0.01549931,0.00005403335,0.00005639764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6427636,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4856484589758496,"score_gpt":0.6698075855907133,"score_spread":0.1841591266148637,"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."}}