{"id":"W3038605776","doi":"10.14288/cjur.v4i1.190449","title":"Community Clozapine Monitoring Protocols: Review of vital sign monitoring requirements in supporting the first two days of community clozapine initiation","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Heart rate; Clozapine; Respiratory rate; Anesthesia; Sinus tachycardia; Tachycardia; Incidence (geometry); Myocarditis; Cardiology; Internal medicine; Blood pressure; Schizophrenia (object-oriented programming); Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002780217,0.0001632487,0.0004734856,0.0001289003,0.002304152,0.00009375073,0.0005114002,0.00004950146,0.0001789929],"category_scores_gemma":[0.00122867,0.0001269577,0.00009253021,0.001529637,0.0001898422,0.0002618669,0.0005019575,0.0007015425,0.000004529669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490082,"about_ca_system_score_gemma":0.0003896891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211315,"about_ca_topic_score_gemma":0.004654029,"domain_scores_codex":[0.9975578,0.0008455394,0.0007766758,0.0001250578,0.0004130387,0.0002818804],"domain_scores_gemma":[0.9977164,0.0003786067,0.0003864457,0.0008484503,0.0005730769,0.00009705681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02635032,0.0283328,0.7081813,0.0255521,0.002913089,0.00008438323,0.02414642,0.00005929318,0.02335584,0.000268625,0.06008237,0.1006735],"study_design_scores_gemma":[0.04673256,0.0160223,0.5181386,0.09491799,0.0008023586,0.0001685546,0.01496074,0.0002897057,0.2924524,0.002447728,0.0121561,0.000911025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707852,0.00201265,0.0001907819,0.003171399,0.000598562,0.07198519,0.0001285761,0.0001131811,0.05101441],"genre_scores_gemma":[0.9895316,0.000918675,0.001390797,0.00004743931,0.000192162,0.007121385,0.00003696083,0.00002462282,0.0007363704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690965,"threshold_uncertainty_score":0.9989947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774673468888228,"score_gpt":0.4593227482337469,"score_spread":0.2818554013449242,"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."}}