{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0100758,0.0004510358,0.0006817871,0.002053879,0.00183075,0.003227931,0.002182066,0.0006109861,0.003269986],"category_scores_gemma":[0.054255,0.0003924499,0.0008213283,0.001972703,0.0008124243,0.001396505,0.003392642,0.001490327,0.001002771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01215057,"about_ca_system_score_gemma":0.08065394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1396024,"about_ca_topic_score_gemma":0.3687324,"domain_scores_codex":[0.9876776,0.004721799,0.001893584,0.0005965411,0.003918898,0.001191517],"domain_scores_gemma":[0.9518252,0.007798424,0.01066118,0.002501766,0.01758211,0.009631285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004603298,0.001996935,0.1490155,0.003570715,0.0001678843,0.00156872,0.005623014,0.001851066,0.001993566,0.00166374,0.1022066,0.729882],"study_design_scores_gemma":[0.001109113,0.002954741,0.6721815,0.01356889,0.0005777292,0.002605044,0.01601498,0.008392682,0.00643642,0.004313574,0.2712155,0.0006297856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650627,0.01615838,0.02809438,0.1220253,0.001481264,0.02020671,0.006602684,0.00694197,0.1478624],"genre_scores_gemma":[0.8029494,0.01286399,0.1593014,0.01028751,0.0004797197,0.004120245,0.003308475,0.0002758045,0.006413549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396024,"threshold_uncertainty_score":0.2775797,"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."}}