{"id":"W4387599293","doi":"10.1177/08404704231203593","title":"The benefits and opportunities: Engaging patients in identifying and reporting patient safety incidents","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; University Health Network","funders":"","keywords":"Patient safety; Identification (biology); Medicine; Medical emergency; Patient experience; Nursing; Health care","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":[0.034965,0.0008411991,0.0004815118,0.001147924,0.00602834,0.009137877,0.001124581,0.004285654,0.00630821],"category_scores_gemma":[0.08697043,0.0006709424,0.001022673,0.0004917446,0.005530694,0.01074183,0.01881083,0.005875273,0.001581343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028506,"about_ca_system_score_gemma":0.005060061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005163503,"about_ca_topic_score_gemma":0.001374526,"domain_scores_codex":[0.9156489,0.07427292,0.001439607,0.000905351,0.005057184,0.002676022],"domain_scores_gemma":[0.9144381,0.05648143,0.007578941,0.003690079,0.004710518,0.01310103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006539306,0.001284214,0.04601201,0.002094398,0.0001956768,0.002453029,0.3528818,0.00045586,0.004095775,0.01814852,0.04836574,0.5233591],"study_design_scores_gemma":[0.0003189965,0.003005923,0.03251998,0.005474437,0.0003106321,0.006682967,0.5392923,0.001710155,0.00358298,0.06819649,0.3384342,0.0004710636],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.353364,0.008303556,0.04727205,0.4700785,0.003625907,0.0007330088,0.0002852182,0.000983044,0.1153548],"genre_scores_gemma":[0.9266563,0.005095722,0.03340713,0.02694442,0.001883651,0.0006307607,0.0001150262,0.0001182521,0.005148694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.034965,"threshold_uncertainty_score":0.1849148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042251052385787,"score_gpt":0.423453605867363,"score_spread":0.2192285006287844,"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."}}