{"id":"W3207992234","doi":"10.1093/ajhp/zxab407","title":"Interrater reliability and ease of use of the High-Alert Medication Stratification Tool‒Revised Prospective (HAMST-R PRO): A prospective, multisite study","year":2021,"lang":"en","type":"article","venue":"American Journal of Health-System Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inter-rater reliability; Concordance; Formulary; Medicine; Psychological intervention; Reliability (semiconductor); Prospective cohort study; Checklist; Family medicine; Psychology; Psychiatry; Internal medicine; Rating scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04694699,0.0006290438,0.0008728289,0.002053467,0.0009970037,0.001120328,0.0008136049,0.00057513,0.0008304908],"category_scores_gemma":[0.07303084,0.0007186797,0.0009759932,0.001139887,0.001361204,0.001342517,0.002574998,0.0008995008,0.0004443486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005745392,"about_ca_system_score_gemma":0.001208566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191729,"about_ca_topic_score_gemma":0.003698605,"domain_scores_codex":[0.9588759,0.02245981,0.005782918,0.003776545,0.008267014,0.0008377964],"domain_scores_gemma":[0.9050782,0.04531753,0.01201033,0.007400366,0.028805,0.001388513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006845478,0.0003042481,0.9552362,0.0002537181,0.0003851799,0.0001528979,0.01424984,0.0005827939,0.002805499,0.0002098858,0.0005549511,0.02458031],"study_design_scores_gemma":[0.0001114731,0.001656502,0.9801248,0.0001453737,0.0002073059,0.0007831166,0.005932897,0.004661837,0.004436743,0.0003370226,0.001516436,0.00008648275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883416,0.0002726105,0.0090634,0.00004553024,0.00004319886,0.0005846695,0.0002350921,0.00004361081,0.001370117],"genre_scores_gemma":[0.9913844,0.0001137651,0.007349622,0.00002825997,0.00002170389,0.0006035507,0.000231792,0.00002461533,0.0002422732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04694699,"threshold_uncertainty_score":0.2482824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09940171591418691,"score_gpt":0.416387610145676,"score_spread":0.3169858942314891,"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."}}