{"id":"W2088931065","doi":"10.1176/appi.ps.54.4.573","title":"Early Psychosis Identification and Intervention","year":2003,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Peace Arch Hospital","funders":"","keywords":"Psychosocial; Intervention (counseling); Psychiatry; Outreach; Psychosis; Mental health; Population; Substance abuse; Psychology; Social skills; Social Welfare; Medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0001690663,0.00009054308,0.0001085576,0.0001596686,0.00007540111,0.00005311849,0.00004651834,0.00004317937,0.0001298294],"category_scores_gemma":[0.000009953876,0.00007408028,0.00006485743,0.0002944698,0.00001484844,0.0001023462,0.000008769557,0.00007273473,0.0001487488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001993006,"about_ca_system_score_gemma":0.00001444844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720004,"about_ca_topic_score_gemma":0.00009643914,"domain_scores_codex":[0.9991977,0.00004542275,0.0001804623,0.0002331272,0.000192712,0.0001505829],"domain_scores_gemma":[0.9995154,0.00001860098,0.00006128434,0.0002161235,0.00005546113,0.0001331252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001283295,0.0008411615,0.9547517,0.0005393242,0.0002332355,0.000008193867,0.000306048,2.03193e-7,0.0003707668,0.007094225,0.0004150946,0.0341568],"study_design_scores_gemma":[0.002881874,0.0002787401,0.9898589,0.00001946553,0.0001178957,0.00003628432,0.0001779409,0.00003659233,0.0004109998,0.004723554,0.001380463,0.00007734307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927276,0.003836217,0.00009461485,0.0009708185,0.0002305794,0.0002801575,0.000002779729,0.00004760479,0.001809679],"genre_scores_gemma":[0.996601,0.0003445889,0.002441846,0.0001024711,0.00006563364,0.00004563935,0.00001522325,0.00001111117,0.0003724152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0351072,"threshold_uncertainty_score":0.3020906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169257341735668,"score_gpt":0.3001310855679979,"score_spread":0.2884385121506413,"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."}}