{"id":"W3022652817","doi":"10.1016/j.cbpra.2006.05.003","title":"","year":2008,"lang":"en","type":"article","venue":"Cognitive and Behavioral Practice","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; 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":[0.0002367577,0.0002417596,0.0003418071,0.000136362,0.0005261587,0.00003951808,0.00004038441,0.00009427092,0.00004486094],"category_scores_gemma":[0.001144908,0.0001916846,0.00009703638,0.0002693486,0.0004562849,0.001014822,0.00009117625,0.0004734453,0.00004380708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052729,"about_ca_system_score_gemma":0.0002948358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004480968,"about_ca_topic_score_gemma":0.00004259522,"domain_scores_codex":[0.99808,0.0001756351,0.0002365391,0.0004965566,0.0005453677,0.0004659517],"domain_scores_gemma":[0.9975554,0.0007112394,0.00009350471,0.000177451,0.0007987266,0.0006637004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1066883,0.008988762,0.6660157,0.00003813807,0.0003505429,0.0419878,0.00202452,2.879104e-8,0.005187006,0.0001718121,0.0001453583,0.168402],"study_design_scores_gemma":[0.01807545,0.006596521,0.9326788,0.0001036025,0.001464431,0.02364002,0.004891848,0.000005160453,0.01178359,0.00006028979,0.0004459003,0.0002544269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923857,0.001317326,0.00007447428,0.004654317,0.00003316865,0.0008749303,0.00002095624,0.00008310721,0.0005560359],"genre_scores_gemma":[0.9932255,0.001445917,0.003314434,0.001436697,0.0001140962,0.0001399761,0.00007208089,0.00002316983,0.0002281111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266663,"threshold_uncertainty_score":0.7816672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263222240333729,"score_gpt":0.4217831778929859,"score_spread":0.295460953859613,"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."}}