{"id":"W4400493108","doi":"10.1093/schbul/sbae113","title":"Evaluating Reduced Blood Monitoring Frequency and the Detection of Hematological Abnormalities in Clozapine-Treated Patients With Schizophrenia: A Chart Review Study From the COVID-19 Pandemic","year":2024,"lang":"en","type":"review","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre; McGill University","funders":"HLS Therapeutics","keywords":"Medicine; Clozapine; Leukopenia; White blood cell; Internal medicine; Absolute neutrophil count; Neutropenia; Pandemic; Pediatrics; Coronavirus disease 2019 (COVID-19); Schizophrenia (object-oriented programming); Psychiatry; Disease; Toxicity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002842759,0.001076329,0.003698462,0.0003528084,0.0003499576,0.0001180487,0.0005563414,0.0003648117,0.0001460895],"category_scores_gemma":[0.002761619,0.0004763188,0.000582593,0.001210021,0.0005834014,0.00005664376,0.000381443,0.002111136,0.00007472085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672764,"about_ca_system_score_gemma":0.00112447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821408,"about_ca_topic_score_gemma":0.0003746087,"domain_scores_codex":[0.9919851,0.002723252,0.001902157,0.001291517,0.001422284,0.0006757111],"domain_scores_gemma":[0.9949505,0.002326697,0.0008011599,0.001271912,0.0002637045,0.0003860051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.05866797,0.003014679,0.04832933,0.0750268,0.01003507,0.001231254,0.001338032,0.000001021725,0.00001270418,0.0002877506,0.0003131239,0.8017423],"study_design_scores_gemma":[0.258035,0.01532818,0.0395443,0.4987549,0.1238186,0.004069727,0.001824209,0.00002106713,0.00004418384,0.002264642,0.05172459,0.004570574],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1848705,0.8054889,0.000001109761,0.0008155052,0.0001406578,0.008394822,0.0001468158,0.0001304142,0.00001128566],"genre_scores_gemma":[0.05116903,0.9443442,0.0005912139,0.00009077807,0.0003128387,0.00312518,0.0002085136,0.0001181171,0.00004011039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7971717,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09287784086082165,"score_gpt":0.3846504594095711,"score_spread":0.2917726185487495,"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."}}