{"id":"W2071506833","doi":"10.1007/s11126-012-9206-6","title":"The Relationship Between Symptomatic Changes and Perceived Improvement Among Patients Treated in Brazilian Community Mental Health Services","year":2012,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Mental health; Clinical psychology; Perception; Correlation; Public health; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005033682,0.0001642393,0.0002281007,0.000171854,0.0006096395,0.00004295742,0.0001020012,0.00005363362,0.000006847644],"category_scores_gemma":[0.000010964,0.0001080262,0.000040771,0.0002834106,0.00006347466,0.0001304037,0.00001962185,0.0003033474,0.0000195323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881613,"about_ca_system_score_gemma":0.00003589248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925297,"about_ca_topic_score_gemma":0.008981505,"domain_scores_codex":[0.998477,0.0003417454,0.0002913067,0.0001377138,0.0002853801,0.0004668834],"domain_scores_gemma":[0.9988983,0.0002993252,0.0001181548,0.0003186518,0.0000274342,0.0003380943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002242647,0.0004282377,0.9468346,0.0001378466,0.00004768398,2.015801e-7,0.00735003,4.042412e-9,0.000001593152,0.00002854623,0.00006617394,0.04488077],"study_design_scores_gemma":[0.004133086,0.002861473,0.9893723,0.00009027041,0.0000395187,0.000001642231,0.003142988,0.00002154186,0.000001456277,0.0002338769,0.00001902102,0.00008281683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945683,0.0007905963,5.485845e-7,0.003213176,0.00009498054,0.001189214,0.00002936551,0.00003770637,0.00007612108],"genre_scores_gemma":[0.9992856,0.00004991793,0.0001034342,0.000120357,0.0000864177,0.00009130297,0.0001996084,0.00001601314,0.00004735281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04479796,"threshold_uncertainty_score":0.5011891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933908439657307,"score_gpt":0.3023134167201086,"score_spread":0.2829743323235356,"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."}}