{"id":"W4393375763","doi":"10.9740/mhc.2024.04.085","title":"Clozapine clinical toolkit optimizes inpatient clozapine monitoring","year":2024,"lang":"en","type":"article","venue":"Mental Health Clinician","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre for Advancing Health Outcomes; University of Saskatchewan; Vancouver General Hospital; St. Paul's Hospital; Vancouver Hospital and Health Sciences Centre; Kelowna General Hospital; Interior Health; Providence Health Care; Simon Fraser University; Vancouver Coastal Health","funders":"National Institute on Drug Abuse","keywords":"Clozapine; Medicine; Computer science; Schizophrenia (object-oriented programming); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001432963,0.0002912724,0.000713011,0.0002224818,0.0002416,0.00006846339,0.0001446294,0.0001518532,0.0003280368],"category_scores_gemma":[0.0001548215,0.000229519,0.000378918,0.0003730275,0.0001399966,0.0001202039,0.0001380977,0.0007751029,0.0009287819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006391567,"about_ca_system_score_gemma":0.001015277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214983,"about_ca_topic_score_gemma":0.00007729662,"domain_scores_codex":[0.9962865,0.0002212934,0.001333553,0.0007081946,0.0006798424,0.0007706792],"domain_scores_gemma":[0.9979604,0.0003229922,0.0001193044,0.0004905708,0.00006356854,0.001043188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006672898,0.001337027,0.04566443,0.0005136786,0.000345738,0.0003602923,0.0003508076,0.000002431984,0.00001329318,0.0004231594,0.01598461,0.9283316],"study_design_scores_gemma":[0.02808139,0.0246,0.3183791,0.005948711,0.0002407928,0.0003157645,0.00100354,0.003977098,0.0008696964,0.0005961959,0.6151416,0.0008460443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869359,0.05344772,0.0000884584,0.04683084,0.008501885,0.002477588,0.0001505189,0.0005985613,0.000968502],"genre_scores_gemma":[0.9271263,0.04540209,0.0170929,0.002961513,0.00394153,0.0001589612,0.0003728443,0.0001084285,0.0028354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9274856,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103439148222247,"score_gpt":0.4919033641042511,"score_spread":0.3815594492820265,"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."}}