{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149992,0.000112526,0.000261959,0.0004229982,0.0001541335,0.00002862221,0.00009611692,0.00009286498,0.0000398714],"category_scores_gemma":[0.0015761,0.00009496533,0.0001112985,0.001527549,0.0001654422,0.0002743966,0.00005132489,0.0003773263,0.0001053238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718784,"about_ca_system_score_gemma":0.000519781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006853238,"about_ca_topic_score_gemma":0.00009758507,"domain_scores_codex":[0.9975545,0.0004207686,0.000374005,0.0002256763,0.001090014,0.0003350679],"domain_scores_gemma":[0.9975136,0.0004863569,0.00009376496,0.0001656086,0.001477924,0.0002627334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02605381,0.001301328,0.4541324,0.004971503,0.0004203703,0.00003901051,0.1892907,0.001148337,0.2033198,0.008417654,0.07156025,0.03934477],"study_design_scores_gemma":[0.002420539,0.001225986,0.9585766,0.0003348699,0.00001253846,0.000001100056,0.01235123,0.02088958,0.002224465,0.00008886973,0.001746946,0.0001272426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986923,0.0000273118,0.004925367,0.003150519,0.000216123,0.0009983473,0.00005979421,0.00004626726,0.003653234],"genre_scores_gemma":[0.9992439,0.00000605111,0.0002314207,0.00009697289,0.0001077685,0.00007993075,0.000187368,0.00001676774,0.00002984448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5044442,"threshold_uncertainty_score":0.3872574,"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."}}