{"id":"W2105192915","doi":"10.4212/cjhp.v68i1.1419","title":"Medication Reconciliation in Pediatric Cardiology Performed by a Pharmacy Technician: A Prospective Cohort Comparison Study","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Pharmacy technician; Pharmacy; Medicine; Technician; Prospective cohort study; Cohort; Family medicine; Medical emergency; Emergency medicine; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994472,0.0001764759,0.0004875151,0.0002927257,0.0001247167,0.0000376359,0.0002722084,0.00004160712,0.00007305047],"category_scores_gemma":[0.0007714671,0.0001242156,0.00009964432,0.0004419184,0.0001142251,0.0003836984,0.00002041437,0.0009848535,0.00002976549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009292224,"about_ca_system_score_gemma":0.002090158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008312637,"about_ca_topic_score_gemma":0.004313003,"domain_scores_codex":[0.9979426,0.0002763483,0.0007224803,0.0001825297,0.0005173861,0.000358692],"domain_scores_gemma":[0.997929,0.0001562332,0.0004994927,0.0001639495,0.0004247371,0.0008265444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003673865,0.0002590254,0.9826087,0.00001318622,0.0001561022,0.0001345163,0.002451001,0.00003398073,0.00001635541,0.000006535033,0.01239185,0.001561412],"study_design_scores_gemma":[0.01685754,0.002984158,0.9268299,0.00003598845,0.001482273,0.0002673112,0.002895247,0.002371813,0.0003113074,0.0001594416,0.04546773,0.0003373074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821979,0.002103337,0.00001733437,0.0109716,0.001107335,0.001599827,0.000009788997,0.00001176679,0.001981074],"genre_scores_gemma":[0.9985388,0.0001970823,0.00002548665,0.0005537705,0.0005581126,0.00003573524,0.00001121447,0.00001923093,0.00006059221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05577876,"threshold_uncertainty_score":0.9982911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106390369927931,"score_gpt":0.4051586798578334,"score_spread":0.2987683099299024,"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."}}