{"id":"W4200113398","doi":"10.1161/circ.144.suppl_2.11560","title":"Abstract 11560: Systematic Deployment of AEDs in BC Schools: A Utility and Cost-Effectiveness Study of In-School and Nearby OHCAs","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Medical emergency; Emergency medicine","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":[0.004420623,0.0007046642,0.00135225,0.003524756,0.0005452138,0.001179114,0.001376047,0.001006295,0.001575468],"category_scores_gemma":[0.02958529,0.000582373,0.00297141,0.005853875,0.0005213413,0.0008186908,0.001442601,0.0009998465,0.0001958963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005184196,"about_ca_system_score_gemma":0.007237487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2431924,"about_ca_topic_score_gemma":0.2719215,"domain_scores_codex":[0.9899195,0.004904126,0.001572816,0.001161459,0.001871802,0.0005702435],"domain_scores_gemma":[0.976818,0.005822072,0.01051587,0.0009370889,0.004042267,0.001864705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001242744,0.0002212531,0.979042,0.002021777,0.003396387,0.00007731825,0.0001459517,0.0005579463,0.00005949265,0.00006645092,0.002028705,0.01113994],"study_design_scores_gemma":[0.0008870341,0.0008630893,0.986964,0.001551753,0.003777483,0.000261175,0.0006229813,0.003551767,0.00006866831,0.00007729404,0.001337244,0.0000374971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663245,0.0136667,0.0005254443,0.0008682293,0.00008551253,0.00120509,0.01586324,0.00003132089,0.001430061],"genre_scores_gemma":[0.9878325,0.005241845,0.0009294219,0.0003342039,0.00006764474,0.0006564424,0.004723963,0.000009359582,0.0002046389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7568076,"threshold_uncertainty_score":0.4835537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401189341170057,"score_gpt":0.3213761622142484,"score_spread":0.2873642688025478,"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."}}