{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001024532,0.00005769024,0.0002394808,0.0000955554,0.00004997872,0.00006315332,0.0001048343,0.00003980473,0.00009323372],"category_scores_gemma":[0.0001109144,0.00004896628,0.000048316,0.000343847,0.00003876,0.0001062455,0.00006067365,0.00005602875,0.00002223977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006058894,"about_ca_system_score_gemma":0.0009460281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01516155,"about_ca_topic_score_gemma":0.004438785,"domain_scores_codex":[0.9994355,0.0000231641,0.0001462367,0.00012307,0.0001447629,0.0001272852],"domain_scores_gemma":[0.9993679,0.0000162071,0.00005724332,0.0001375652,0.00009246436,0.0003286288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134797,0.00003668427,0.764236,0.0002271087,0.0002792668,0.0001246403,0.000752911,0.00002421078,0.01561807,0.01691102,0.1968482,0.004828393],"study_design_scores_gemma":[0.0009539991,0.00007583285,0.7625172,0.00007483508,0.00004359851,0.00000964629,0.0002124732,0.001150933,0.000587513,0.00003243554,0.2342556,0.00008593385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863789,0.0001410911,0.00007702124,0.01699237,0.0004388416,0.0006434796,0.00003951904,0.00009030233,0.1951985],"genre_scores_gemma":[0.9975277,0.00001996207,0.001561417,0.0005620889,0.0001340815,0.000006431481,0.00004081263,0.000009351531,0.0001381396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2111488,"threshold_uncertainty_score":0.9913966,"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."}}