{"id":"W7148931435","doi":"10.1097/pts.0000000000001441","title":"Rates of Significant Preventable Adverse Events in Hospitalized Patients With Respiratory Disease","year":2025,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Adverse effect; Disease; Respiratory system; Respiratory disease; MEDLINE; Quarter (Canadian coin)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00114487,0.0001934997,0.0003270619,0.001106315,0.0002934831,0.0006785648,0.0003209849,0.0003773749,0.001499054],"category_scores_gemma":[0.009293051,0.0001735464,0.0005269098,0.001103622,0.0002241123,0.0005261688,0.0006013107,0.0006046679,0.0001529422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009341,"about_ca_system_score_gemma":0.0004167705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016523,"about_ca_topic_score_gemma":0.002175709,"domain_scores_codex":[0.9982501,0.0004050677,0.0003819428,0.000242697,0.0005472045,0.0001729638],"domain_scores_gemma":[0.9891663,0.001933345,0.007024789,0.0002872425,0.00101771,0.0005705786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002281087,0.000006788807,0.9986971,0.00001575548,0.00003090378,0.0000635433,0.00002165235,0.0000233478,0.00003545728,0.000006350111,0.00005287857,0.001023443],"study_design_scores_gemma":[0.000003122437,0.00005162401,0.9989594,0.00001900014,0.00001474068,0.0005694247,0.00009028865,0.00009792089,0.00004588361,0.00000940482,0.0001366581,0.000002468426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968758,0.001507045,0.000143544,0.0001373323,0.0000187586,0.00001974231,0.0005806137,0.000008915721,0.0007082159],"genre_scores_gemma":[0.9989188,0.0004121901,0.00009542416,0.00003050338,0.00002389324,0.00001243771,0.0004396428,0.00000128706,0.00006584151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016523,"threshold_uncertainty_score":0.006054759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095877733383125,"score_gpt":0.3081770104681478,"score_spread":0.2872182331343166,"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."}}