{"id":"W2750495622","doi":"10.1016/j.resuscitation.2017.08.009","title":"Reduced critical care utilization: Another victory for effective bystander interventions in cardiac arrest","year":2017,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Scopus; Psychological intervention; Bystander effect; Defibrillation; Emergency medicine; Internal medicine; Cardiology; MEDLINE; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004578149,0.0003520819,0.0007207043,0.0004988987,0.0002686373,0.0001276456,0.0001346824,0.0009714539,0.00003163525],"category_scores_gemma":[0.001990768,0.0003438331,0.0008315329,0.000185115,0.0002113537,0.0002229642,0.00003269537,0.0008937985,0.00002929704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214268,"about_ca_system_score_gemma":0.0002606097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076967,"about_ca_topic_score_gemma":0.00005054065,"domain_scores_codex":[0.9976256,0.0002668762,0.0005318988,0.0006616576,0.0005020271,0.0004119635],"domain_scores_gemma":[0.9973516,0.0009294774,0.0002511803,0.0005980045,0.0007995966,0.00007018128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005825597,0.0001006953,0.002259878,0.01405048,0.0003608784,0.0001810207,0.003804378,0.00001787198,0.001016404,0.0003146923,0.9682448,0.009066366],"study_design_scores_gemma":[0.004393279,0.0003635465,0.1562574,0.009999173,0.001416122,0.000003182059,0.001564847,0.0001231745,0.0004365921,0.001271669,0.8232151,0.0009559043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0102037,0.01525351,0.01346778,0.8392344,0.06657869,0.02035569,0.002002494,0.0005473471,0.03235639],"genre_scores_gemma":[0.8928895,0.0003229344,0.002039321,0.04398893,0.03138983,0.00526938,0.01982801,0.0005470736,0.00372501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8826858,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226516127298787,"score_gpt":0.3730159278236623,"score_spread":0.3207507665506744,"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."}}