{"id":"W4409334884","doi":"10.1177/17151635251330073","title":"Institute for Safe Medication Practices Canada: Shared learning from safety bulletins","year":2025,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.01521315,0.0008741769,0.0006885083,0.002779048,0.009783007,0.007789774,0.003078592,0.003736432,0.09686603],"category_scores_gemma":[0.05710335,0.0008427503,0.0007097019,0.003288769,0.003165237,0.004229872,0.008726786,0.007334066,0.01597445],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04678995,"about_ca_system_score_gemma":0.3744628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275736,"about_ca_topic_score_gemma":0.9639847,"domain_scores_codex":[0.9767288,0.004024447,0.0007535208,0.0007557953,0.01508218,0.002655154],"domain_scores_gemma":[0.8338944,0.01460549,0.002565857,0.005808799,0.07896923,0.06415629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002580054,0.0001321975,0.001552827,0.0000390296,0.000004986807,0.00006829337,0.0006941797,0.0001283844,0.0001132705,0.002839621,0.9236869,0.07071468],"study_design_scores_gemma":[0.0000498688,0.00004591383,0.008799513,0.0001741304,0.000009109628,0.00005986048,0.002390164,0.0005599109,0.0001949162,0.001873099,0.9857926,0.00005082144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0083563,0.002786889,0.009730995,0.6629131,0.008253215,0.001259287,0.01427561,0.006956488,0.285468],"genre_scores_gemma":[0.1921767,0.005596655,0.07675458,0.06047917,0.002694114,0.001041355,0.01716488,0.003561015,0.6405315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532101,"threshold_uncertainty_score":0.3394864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09991669750739228,"score_gpt":0.3958729429674562,"score_spread":0.2959562454600639,"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."}}