{"id":"W2092325950","doi":"10.1097/jcp.0b013e3180d0a6d4","title":"Early Use of Clozapine for Poorly Responding First-Episode Psychosis","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Psychopharmacology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Clozapine; Olanzapine; Quetiapine; Risperidone; Brief Psychiatric Rating Scale; Antipsychotic; Psychiatry; Schizophrenia (object-oriented programming); Psychosis; Psychology; Atypical antipsychotic; Medicine; Clinical trial; Internal medicine","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":[0.003953724,0.0001826719,0.001050596,0.000673753,0.00006198599,0.00001258969,0.0002181328,0.0002620989,0.0003505307],"category_scores_gemma":[0.002387732,0.0001353753,0.0008855032,0.0004224733,0.0002139372,0.0001603766,0.00002806689,0.0007463134,0.00001812466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007080958,"about_ca_system_score_gemma":0.000138097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002235168,"about_ca_topic_score_gemma":0.00004060148,"domain_scores_codex":[0.9961938,0.0001810708,0.002415034,0.000261528,0.0004819731,0.0004666506],"domain_scores_gemma":[0.991868,0.005266504,0.001112404,0.0002468226,0.0007771814,0.0007291324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5849304,0.003313598,0.2566999,0.0001166792,0.001965242,0.0005586929,0.00006069419,0.000008275059,0.004485521,0.0003408422,0.06818744,0.07933273],"study_design_scores_gemma":[0.06805016,0.01546372,0.730836,0.00018296,0.0007478413,0.000287737,0.00001700799,0.00006220753,0.002217097,0.0009528261,0.1810262,0.0001562137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858304,0.0008110868,0.002116148,0.008034421,0.002445617,0.0005953471,0.00001715801,0.00001213743,0.0001377072],"genre_scores_gemma":[0.9623676,0.001656089,0.03189223,0.001459933,0.001974641,0.00001168732,0.000002801343,0.00003494547,0.0006000581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5168802,"threshold_uncertainty_score":0.5520445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482935096875985,"score_gpt":0.5145809970863938,"score_spread":0.3662874873987954,"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."}}