{"id":"W2139760888","doi":"10.12927/hcq.2009.20417","title":"Adverse Events in Community Care: Implications for Practice, Policy and Research","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Health care; Adverse effect; Best practice; Patient safety; Public relations; Business; Medicine; Nursing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002516483,0.0001040088,0.0001907944,0.0003732769,0.001756239,6.766991e-7,0.0001912388,0.0002186782,0.00000481869],"category_scores_gemma":[0.001560286,0.0001051168,0.00003030181,0.0005751455,0.0000625504,0.0002384182,0.00001958077,0.00135225,0.00004229121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514017,"about_ca_system_score_gemma":0.001576947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005411481,"about_ca_topic_score_gemma":0.004078581,"domain_scores_codex":[0.9955172,0.002854802,0.0005321675,0.0002192363,0.0002162585,0.000660327],"domain_scores_gemma":[0.9960188,0.002206954,0.0002068279,0.0005262978,0.0007288245,0.0003123283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000785436,0.000841918,0.1087114,0.001669455,0.00001715756,0.000001509668,0.4383606,0.00000337889,0.0001079008,0.2082599,0.003804954,0.2374364],"study_design_scores_gemma":[0.001417099,0.001485905,0.7923735,0.000264689,0.000004802437,0.000002264707,0.08854282,0.000007490368,7.126455e-7,0.01671343,0.09908608,0.0001011501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3695338,0.0005469263,0.001125973,0.6144764,0.0003495306,0.005754725,0.0001916178,0.0001331888,0.007887889],"genre_scores_gemma":[0.9902777,0.0001086242,0.0007587062,0.007639019,0.0002003361,0.0006537442,0.0001520314,0.00001256093,0.0001972675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6836622,"threshold_uncertainty_score":0.9995434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867170310528518,"score_gpt":0.571445222941443,"score_spread":0.3847281918885911,"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."}}