{"id":"W3089442811","doi":"10.1016/j.cjco.2020.12.013","title":"Assessment of Canadian Public Automated External Defibrillator Registries","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Université Laval","funders":"McGill University","keywords":"Medicine; Medical emergency; Automated external defibrillator; Layperson; Emergency medicine; Family medicine; Cardiopulmonary resuscitation; Resuscitation","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":[],"consensus_categories":[],"category_scores_codex":[0.02671699,0.0005644796,0.0006167596,0.007681502,0.003192477,0.003663369,0.003729569,0.0005333259,0.003051925],"category_scores_gemma":[0.08663619,0.0005214377,0.001007059,0.01325109,0.0008141886,0.001348066,0.003260831,0.0005256514,0.0003464217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05436682,"about_ca_system_score_gemma":0.1285289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740053,"about_ca_topic_score_gemma":0.971343,"domain_scores_codex":[0.9659739,0.004882767,0.00247653,0.002365051,0.02054691,0.003754898],"domain_scores_gemma":[0.8826247,0.009288854,0.02043243,0.004611161,0.07635842,0.006684445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252638,0.0000469539,0.9476794,0.0003056807,0.0001348808,0.00008838533,0.002340223,0.0008107898,0.0001399575,0.00176876,0.01367037,0.03288919],"study_design_scores_gemma":[0.0000236421,0.00007326178,0.9715688,0.000222351,0.00009190875,0.0001209335,0.003771544,0.002684331,0.0002798791,0.0001676013,0.02095304,0.00004281354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034414,0.002961575,0.004261068,0.007044263,0.0001785073,0.001547888,0.03876202,0.0004374508,0.04136587],"genre_scores_gemma":[0.9828539,0.001219634,0.004410349,0.0003806746,0.00002754793,0.0002924476,0.009136138,0.00003716933,0.001642034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05436682,"threshold_uncertainty_score":0.3944608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433974944494315,"score_gpt":0.3334890244721174,"score_spread":0.290091530022686,"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."}}