{"id":"W1977870281","doi":"10.1111/anae.13015","title":"Cognitive Aids in Medicine Assessment Tool (CMAT): preliminary validation of a novel tool for the assessment of emergency cognitive aids","year":2015,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cronbach's alpha; Medicine; Usability; Checklist; Delphi method; Reliability (semiconductor); Content validity; Cognition; Medical emergency; Psychometrics; Computer science; Clinical psychology; Psychology; Artificial intelligence","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":[0.01566557,0.0005573032,0.0005054247,0.002175417,0.0004961459,0.00101206,0.0009104472,0.0008895561,0.002020912],"category_scores_gemma":[0.05071017,0.000293737,0.0008598784,0.0008704056,0.0006940637,0.001670121,0.001727617,0.0009859119,0.000512288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008484466,"about_ca_system_score_gemma":0.002196067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662424,"about_ca_topic_score_gemma":0.003476104,"domain_scores_codex":[0.9922113,0.003322322,0.001451087,0.0003468308,0.002339875,0.0003285863],"domain_scores_gemma":[0.9668802,0.02145417,0.00171189,0.001048911,0.008099637,0.000805269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002321019,0.005446733,0.2327343,0.002966805,0.0002197711,0.0008288359,0.01452883,0.003899401,0.02061635,0.0027833,0.008909102,0.7047455],"study_design_scores_gemma":[0.002060975,0.02532854,0.8412015,0.001508564,0.0004569245,0.004442194,0.008600164,0.04069689,0.02381932,0.003981947,0.04746432,0.0004387475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9364176,0.000416283,0.04380067,0.0009851872,0.0002681414,0.01081429,0.001281323,0.0003761972,0.005640266],"genre_scores_gemma":[0.7317756,0.0005844143,0.2469753,0.0004112731,0.0001088289,0.01634423,0.00103279,0.00006665757,0.002700808],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01566557,"threshold_uncertainty_score":0.08284837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061653912018787,"score_gpt":0.3940409261548418,"score_spread":0.3234243870346539,"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."}}