{"id":"W4409753307","doi":"10.1111/jep.70110","title":"Serious Adverse Events: A Replicability and Validation Study of Naranjo Causality Assessment Tool in a Canadian Clinical Setting","year":2025,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; Université Laval; Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de Recherche du Québec - Santé; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Université du Québec à Trois-Rivières; Université Laval","keywords":"Context (archaeology); Causality (physics); Kappa; Health care; Reliability (semiconductor); Cohen's kappa; Medicine; Criterion validity; Psychometrics; Statistics; Internal consistency; Clinical psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2057439,0.001124126,0.001815152,0.004284102,0.0039533,0.00264914,0.003220616,0.001301776,0.001801137],"category_scores_gemma":[0.3155278,0.0008254655,0.002760778,0.004013353,0.003618502,0.001742687,0.002240282,0.001188439,0.0002866212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009785747,"about_ca_system_score_gemma":0.03511257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3150697,"about_ca_topic_score_gemma":0.4124144,"domain_scores_codex":[0.8815317,0.05615462,0.01701735,0.008273648,0.03481969,0.00220307],"domain_scores_gemma":[0.6215058,0.1468231,0.03628181,0.03578124,0.1553025,0.004305543],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003377666,0.001273351,0.8847215,0.003721792,0.002104782,0.0005716357,0.0164896,0.001655958,0.001989176,0.001514588,0.002645716,0.07993428],"study_design_scores_gemma":[0.001185104,0.004447743,0.9602208,0.001867222,0.00186046,0.000511165,0.004680549,0.01087409,0.002603798,0.0008864026,0.01055764,0.0003049704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510921,0.002910475,0.02103402,0.001003402,0.000439978,0.01640773,0.001454492,0.0001206896,0.005537004],"genre_scores_gemma":[0.958552,0.0007812996,0.03255544,0.0003625923,0.0001034753,0.006087316,0.0008791042,0.00005047919,0.0006282402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942561,"threshold_uncertainty_score":0.9794592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199883256058019,"score_gpt":0.6442482931038491,"score_spread":0.4443650370458302,"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."}}