{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002684549,0.0004151363,0.000973184,0.0003661266,0.004148124,0.003424241,0.001478173,0.04288735,0.006673247],"category_scores_gemma":[0.02638994,0.000314233,0.0008854594,0.0003894071,0.003032022,0.003203745,0.001809077,0.0390018,0.002614976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004202473,"about_ca_system_score_gemma":0.00580623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475364,"about_ca_topic_score_gemma":0.01248803,"domain_scores_codex":[0.9971246,0.001045245,0.0003617628,0.0002739464,0.0006926727,0.0005018099],"domain_scores_gemma":[0.9879643,0.007049947,0.0007005758,0.0003186791,0.001784167,0.002182369],"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":[0.0001003599,0.0001321925,0.00290007,0.0001324771,0.00005516049,0.003526929,0.0003990585,0.0001339409,0.0003381247,0.008405828,0.9492692,0.0346068],"study_design_scores_gemma":[0.0003732725,0.0003493184,0.007912165,0.001429912,0.0001386229,0.006745928,0.002998349,0.0009606499,0.0007585955,0.03851047,0.9396839,0.0001388762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007428281,0.00070674,0.00004814671,0.9927147,0.003561247,0.000002486255,0.000008633951,0.000007935223,0.002207274],"genre_scores_gemma":[0.01513228,0.001792423,0.000179505,0.9426202,0.03749578,0.00001888346,0.00001955971,0.00001694122,0.002724417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04288735,"threshold_uncertainty_score":0.03049117,"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."}}