{"id":"W2147055807","doi":"10.1176/ps.2010.61.12.1248","title":"Recovery: A Dimensional Approach","year":2010,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"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":["insufficient_payload"],"category_scores_codex":[0.0005660258,0.0001573788,0.0001807618,0.0001261201,0.0008315869,0.000007390954,0.0002523646,0.0001891623,0.001291766],"category_scores_gemma":[0.000003759884,0.0001256613,0.00006230382,0.0003122278,0.00001630905,0.0001133987,0.00009040249,0.0007113179,0.001565634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218262,"about_ca_system_score_gemma":0.0001599267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009080027,"about_ca_topic_score_gemma":0.0007084374,"domain_scores_codex":[0.9981635,0.0001481824,0.0004851333,0.0003263483,0.0003319541,0.0005448933],"domain_scores_gemma":[0.9988665,0.0001598569,0.0002375534,0.0003737304,0.00007705823,0.0002852762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004056157,0.0009121309,0.9603956,0.006180588,0.00004595735,0.000001329483,0.003147148,0.00001575833,0.0002657,0.006791216,0.01764029,0.004198633],"study_design_scores_gemma":[0.007082996,0.001006938,0.2193761,0.0002354958,0.0001455029,0.00001164195,0.007959121,0.005475554,0.00004292831,0.02311069,0.7341948,0.001358272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967698,0.0002720045,0.00003703633,0.0005143938,0.007592681,0.0008741408,0.00003929428,0.0001198221,0.09378082],"genre_scores_gemma":[0.9527676,0.00005774694,0.01948264,0.0215488,0.002324587,0.0004013199,0.0006728459,0.00004538058,0.0026991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7410195,"threshold_uncertainty_score":0.9996212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07432947560262027,"score_gpt":0.3832245105565277,"score_spread":0.3088950349539075,"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."}}