{"id":"W3109669656","doi":"10.1016/j.resuscitation.2020.10.045","title":"A homemade CPR trainer can enable real time practice during online hands only CPR training","year":2020,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Queen's University; Health Sciences North; Science North","funders":"Northern Ontario Academic Medicine Association","keywords":"Trainer; Medicine; Toilet; Cardiopulmonary resuscitation; Medical education; Surgery; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001555825,0.0005762033,0.0003786863,0.0003444809,0.005234284,0.003314739,0.001356505,0.04209889,0.03960898],"category_scores_gemma":[0.01280997,0.0004818717,0.0006532129,0.0001701274,0.001489558,0.002589329,0.002226378,0.01892861,0.01654047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890499,"about_ca_system_score_gemma":0.003532686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005425435,"about_ca_topic_score_gemma":0.01722585,"domain_scores_codex":[0.9980125,0.00054491,0.0001705534,0.0002312014,0.0005245799,0.0005161688],"domain_scores_gemma":[0.9933989,0.003462333,0.0002886031,0.0002517584,0.0008528237,0.001745577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001221535,0.0003361249,0.00305738,0.00006618886,0.00001217161,0.01262861,0.0008231977,0.000133526,0.001545103,0.004090846,0.9449525,0.03223221],"study_design_scores_gemma":[0.0001158615,0.0003629224,0.003808767,0.0002436474,0.00002262836,0.008062683,0.003182684,0.00148629,0.0007549482,0.005680707,0.9762135,0.00006543856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007455867,0.0003998888,0.001451407,0.8895428,0.01721521,0.000113973,0.00008742193,0.0003669621,0.0833664],"genre_scores_gemma":[0.04260514,0.0005433458,0.002585818,0.7447699,0.01110719,0.0002542939,0.00005764858,0.0001027579,0.197974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04209889,"threshold_uncertainty_score":0.1325052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333389161788074,"score_gpt":0.2841715247193209,"score_spread":0.2608376331014401,"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."}}