{"id":"W3098831370","doi":"10.2196/24798","title":"Evolution of Bystander Intention to Perform Resuscitation Since Last Training: Web-Based Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Basic life support; Session (web analytics); Medicine; Bystander effect; Set (abstract data type); Psychology; Automated external defibrillator; Cardiopulmonary resuscitation; Resuscitation; Medical education; Medical emergency; Applied psychology; Social psychology; Emergency medicine; Developmental psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002380736,0.0002300577,0.0004235509,0.001325937,0.0003494254,0.0008552513,0.0003747419,0.0007857146,0.002416553],"category_scores_gemma":[0.00718519,0.0002361007,0.0006380015,0.0009848614,0.0003131683,0.001040209,0.0008754848,0.001045657,0.001187615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362182,"about_ca_system_score_gemma":0.0004238858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387418,"about_ca_topic_score_gemma":0.004145541,"domain_scores_codex":[0.9986725,0.0003871582,0.0002507632,0.0002243223,0.0002419336,0.0002234045],"domain_scores_gemma":[0.9931299,0.001439689,0.003306645,0.0002067457,0.0009517566,0.0009652544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000740442,0.0001952281,0.9946526,0.00007109904,0.00004755779,0.00004255936,0.000936073,0.0000670556,0.0001205641,0.00001827687,0.00059634,0.00317855],"study_design_scores_gemma":[0.000007293847,0.000170267,0.9972178,0.00003410367,0.0000135564,0.00008450242,0.001548669,0.0002714107,0.00005231665,0.00001343487,0.0005753984,0.000011455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971048,0.00008464189,0.0001025976,0.0001311212,0.000008004106,0.00006794315,0.001876186,0.00001180173,0.0006130234],"genre_scores_gemma":[0.9971642,0.0001392069,0.0002843301,0.0001153828,0.00001383635,0.0001604237,0.001666055,0.000007024397,0.0004495254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00387418,"threshold_uncertainty_score":0.01259071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091637544022261,"score_gpt":0.4034946849192603,"score_spread":0.2943309305170342,"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."}}