{"id":"W4387120040","doi":"10.20944/preprints202309.1899.v1","title":"Impact of the COVID-19 on Bystanderism: Does a Pandemic Change the Canadian Public’s Willingness to Help during Cardiac Arrest Emergency?","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Pandemic; Context (archaeology); Public opinion; Public health; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Public relations; Medical emergency; Nursing; Politics; Geography; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003356514,0.0002430775,0.0002647081,0.0009373825,0.006825884,0.003233791,0.001212838,0.0009103983,0.007301247],"category_scores_gemma":[0.01635736,0.0002252741,0.0005746484,0.001660976,0.003260605,0.001535346,0.001984944,0.002138146,0.0003776633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04557379,"about_ca_system_score_gemma":0.09399856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903077,"about_ca_topic_score_gemma":0.9910789,"domain_scores_codex":[0.9966021,0.0004579562,0.00009252199,0.0002198318,0.001511021,0.001116477],"domain_scores_gemma":[0.9912249,0.001101895,0.001245624,0.0002076089,0.003906108,0.002313745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003823046,0.0002228256,0.7340481,0.0007468696,0.0000972948,0.000604072,0.1342278,0.0002874426,0.0009894797,0.00418619,0.04697956,0.0772282],"study_design_scores_gemma":[0.00002899947,0.0001380289,0.7607002,0.0005353763,0.00006423856,0.0001542263,0.1973092,0.0003628444,0.000271242,0.0003669446,0.03994719,0.0001216493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104931,0.001426851,0.0002746138,0.04216314,0.0002389124,0.0002080654,0.002773702,0.00003153661,0.04239016],"genre_scores_gemma":[0.9943027,0.0009111447,0.0001735241,0.002693353,0.00003522035,0.00003161585,0.0003205041,0.000007699713,0.001524204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04557379,"threshold_uncertainty_score":0.3306625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927100333605476,"score_gpt":0.3940704824196457,"score_spread":0.201360449059098,"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."}}