{"id":"W2557316783","doi":"10.1016/j.schres.2016.11.032","title":"Psychological well-being and mental health recovery in the NIMH RAISE early treatment program","year":2016,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"dup; Mental health; Quality of life (healthcare); Psychology; Schizophrenia (object-oriented programming); Early psychosis; Mental illness; Clinical psychology; Psychological intervention; Multilevel model; Psychiatry; Psychosis; Psychotherapist","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":[0.002199002,0.0002974455,0.0004507417,0.0005308326,0.0004496944,0.0001538548,0.0002952989,0.0001392033,0.0002298948],"category_scores_gemma":[0.0002319387,0.0001360812,0.0001484771,0.0007884357,0.00053723,0.0001583791,0.0001466377,0.0005784975,0.0003918947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566289,"about_ca_system_score_gemma":0.0004988789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004237399,"about_ca_topic_score_gemma":0.0005672298,"domain_scores_codex":[0.9951058,0.001054693,0.0004089882,0.0008139478,0.001290993,0.00132556],"domain_scores_gemma":[0.9978235,0.0006681891,0.00005168033,0.0007581551,0.0001052009,0.0005932858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.035606,0.002723036,0.02905293,0.00004017357,0.0001230839,0.0005362486,0.0007602021,4.476239e-8,0.0006275333,0.003427121,0.003330164,0.9237735],"study_design_scores_gemma":[0.04288298,0.03538526,0.8899497,0.0006114288,0.00002296914,0.0006983322,0.0005877448,0.00002211353,0.0007504717,0.01581005,0.01289022,0.0003887695],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354435,0.001287127,0.00000313127,0.05703431,0.00007291257,0.003325216,0.00002092945,0.00008714329,0.002725754],"genre_scores_gemma":[0.9907495,0.003998646,0.002609402,0.0001809586,0.0002471647,0.0009727926,0.00002763931,0.00003583331,0.001178038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9233847,"threshold_uncertainty_score":0.5549229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646077267483003,"score_gpt":0.4188074325726044,"score_spread":0.3541997058243042,"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."}}