{"id":"W2332119443","doi":"10.2975/28.2005.407.410","title":"First psychosis prodrome: Rehabilitation and recovery.","year":2005,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Homewood Research Institute","funders":"","keywords":"Prodrome; Rehabilitation; Psychosis; Psychology; Schizophrenia (object-oriented programming); Psychiatry; Psychotherapist; Clinical psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001060344,0.0002172081,0.0002352774,0.000433437,0.001212527,0.0002887845,0.0001470581,0.00007395718,0.002397016],"category_scores_gemma":[0.0002481774,0.0001893692,0.0001713855,0.0001616724,0.0002046458,0.0008532861,0.00001421844,0.0003563867,0.0002182938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295292,"about_ca_system_score_gemma":0.00007168968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004004504,"about_ca_topic_score_gemma":0.0004779132,"domain_scores_codex":[0.9978532,0.0001812461,0.0008706308,0.0003488588,0.0003825984,0.0003634571],"domain_scores_gemma":[0.9982299,0.0006476123,0.0003552824,0.0002405688,0.0002138673,0.0003128373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008093023,0.001329595,0.0921843,0.001060048,0.00009368366,9.057268e-7,0.08939011,0.000166198,0.000004114004,0.1580381,0.4476462,0.2092774],"study_design_scores_gemma":[0.001593807,0.002642324,0.03928351,0.0001052182,0.00004557435,0.00005407222,0.006174668,0.0001801383,3.34099e-7,0.06830278,0.8812801,0.000337417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775295,0.003405978,0.0002701875,0.1685567,0.007757552,0.001104084,0.00003538025,0.0001392352,0.04120136],"genre_scores_gemma":[0.9117357,0.0006196395,0.07623855,0.00206567,0.006326401,0.0001212052,0.00001361838,0.00005958504,0.002819678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.433634,"threshold_uncertainty_score":0.998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081956165678996,"score_gpt":0.2553232725588492,"score_spread":0.2445037109020592,"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."}}