{"id":"W1982839489","doi":"10.12927/hcq.2009.20967","title":"Self-Reported Medical Errors in Seven Countries: Implications for Canada","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Fund","keywords":"Logistic regression; Staffing; Medicine; Bivariate analysis; Medical prescription; Health care; Commonwealth; Family medicine; Health administration; Regression analysis; Public health; Nursing; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009452212,0.0001717311,0.0003395011,0.0001249679,0.0005837931,0.000001228953,0.0002521932,0.0003444481,0.0001294289],"category_scores_gemma":[0.0003327543,0.0001667427,0.0000478439,0.0003451925,0.00003001234,0.0001022764,0.000006798325,0.0005928138,0.00003234358],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008915194,"about_ca_system_score_gemma":0.01342427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1510248,"about_ca_topic_score_gemma":0.8286557,"domain_scores_codex":[0.9968559,0.0003213712,0.001177348,0.0003759857,0.0004757515,0.0007936332],"domain_scores_gemma":[0.997561,0.000560161,0.0004419926,0.0004626581,0.0003528999,0.0006213402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007337999,0.001151439,0.329406,0.003731237,0.0002186786,0.00009578982,0.1492489,0.00002448238,0.00002051847,0.1340155,0.2756765,0.1056771],"study_design_scores_gemma":[0.00195128,0.0005590866,0.4226662,0.0003505558,0.00002190053,0.00001122388,0.007929942,0.0003403732,8.406586e-7,0.002876985,0.5630198,0.0002718437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1437672,0.0003265686,0.00341201,0.8436623,0.001801647,0.004169565,0.0003139229,0.0003520648,0.002194677],"genre_scores_gemma":[0.9683865,0.00006039824,0.0005137984,0.02953204,0.0002529109,0.0006586246,0.0002942277,0.00001854077,0.0002829165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8246194,"threshold_uncertainty_score":0.9921687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04808033010713315,"score_gpt":0.4153635917287663,"score_spread":0.3672832616216332,"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."}}