{"id":"W6958115293","doi":"10.60692/vpe8r-q2591","title":"Pathways to care in first-episode psychosis in low-resource settings: Implications for policy and practice","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"dup; Mental health; Intervention (counseling); Faith; Mental illness; Mental health service; Population; Psychosis; Mental health care","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":[0.01278394,0.0003891766,0.0007141699,0.002001928,0.003780232,0.01021078,0.003664057,0.004897865,0.008888906],"category_scores_gemma":[0.0618752,0.0005020794,0.0006333692,0.003022308,0.004556817,0.00634626,0.009483119,0.006878251,0.000732858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339253,"about_ca_system_score_gemma":0.0876861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07155208,"about_ca_topic_score_gemma":0.08704811,"domain_scores_codex":[0.9914296,0.005576549,0.0005559766,0.000434544,0.0005203256,0.001482982],"domain_scores_gemma":[0.955212,0.0133802,0.004117642,0.000672472,0.003908855,0.02270877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006493462,0.001826036,0.2483955,0.0112126,0.0003611986,0.002862795,0.03066891,0.006330396,0.0002476387,0.06751771,0.209169,0.4207589],"study_design_scores_gemma":[0.001000226,0.001406124,0.2480862,0.07918935,0.000516349,0.001827094,0.305373,0.007056214,0.0003880316,0.1688911,0.1856501,0.000616171],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04029673,0.02430145,0.0007830299,0.9261431,0.0007221009,0.0002112948,0.0002564191,0.00006418264,0.00722176],"genre_scores_gemma":[0.8566883,0.07650959,0.0103717,0.05178282,0.001064298,0.001233933,0.0004510361,0.00006646536,0.001831834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07155208,"threshold_uncertainty_score":0.1422712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05888070704193423,"score_gpt":0.3517296308809135,"score_spread":0.2928489238389793,"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."}}