{"id":"W2142571375","doi":"10.1136/qshc.2009.037739","title":"Establishing a global learning community for incident-reporting systems","year":2010,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute","funders":"Johns Hopkins University","keywords":"Cornerstone; Patient safety; Medicine; Presentation (obstetrics); Health care; Best practice; Incident report; Healthcare system; Medical emergency; Medical education; Knowledge management; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07750464,0.001125464,0.0007520001,0.004456591,0.01829565,0.01299124,0.005142606,0.007426186,0.04460077],"category_scores_gemma":[0.07573609,0.0008286108,0.001143467,0.001659469,0.009652427,0.02239296,0.04941348,0.009992038,0.01023864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004023155,"about_ca_system_score_gemma":0.03190167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112379,"about_ca_topic_score_gemma":0.002098869,"domain_scores_codex":[0.9580584,0.02611997,0.001406846,0.0032315,0.005609738,0.005573513],"domain_scores_gemma":[0.8222948,0.02836671,0.009847752,0.01298694,0.0321011,0.09440269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004493427,0.005397502,0.03199906,0.001441451,0.00008889205,0.002472085,0.1134208,0.001354953,0.006665712,0.0403783,0.1917464,0.6045856],"study_design_scores_gemma":[0.0004591345,0.001909522,0.01235691,0.001604404,0.00005613373,0.001382367,0.1072857,0.002777396,0.002651553,0.03405173,0.8352393,0.0002259193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2594666,0.003571342,0.1287636,0.4146885,0.00717028,0.01256392,0.0004102674,0.003981818,0.1693837],"genre_scores_gemma":[0.6814964,0.002024966,0.2037448,0.04115329,0.003148511,0.006066125,0.001022757,0.001066505,0.06027662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07750464,"threshold_uncertainty_score":0.4098886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2494697902124364,"score_gpt":0.5612727978946941,"score_spread":0.3118030076822577,"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."}}