{"id":"W2105916574","doi":"10.1016/j.resuscitation.2015.04.030","title":"Harmonizing CPR evaluation oversight","year":2015,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Observational study; Medicine; Health care; Quality (philosophy); Cardiopulmonary resuscitation; Public relations; Medical education; Medical emergency; Resuscitation; Law; Emergency medicine; Political science","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":[0.001118991,0.0003044176,0.0004369653,0.0004627385,0.0001174641,0.0000844197,0.00008934297,0.0008327088,0.0001103606],"category_scores_gemma":[0.0007778266,0.0002813494,0.0002684611,0.0004045689,0.00006973304,0.0002312793,0.00003094974,0.001068626,0.0004425257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008953065,"about_ca_system_score_gemma":0.0007966566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004031313,"about_ca_topic_score_gemma":0.000004187933,"domain_scores_codex":[0.996388,0.0002796967,0.0004129853,0.0005199095,0.002051263,0.0003482077],"domain_scores_gemma":[0.997583,0.0001771876,0.0003035865,0.0004466859,0.001371796,0.0001177207],"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":[0.00008985132,0.00001657019,0.0002860393,0.0002807275,0.0001356969,0.0001170513,0.0004730162,0.00003524784,0.0004487752,0.00001807041,0.99248,0.005618924],"study_design_scores_gemma":[0.002092676,0.0000795639,0.005072194,0.0004494213,0.00105534,0.00001367897,0.0001624635,0.001707525,0.0001160661,0.001342878,0.9875462,0.0003619741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008985921,0.002159688,0.0005472666,0.8974926,0.01230267,0.002972015,0.00007268661,0.0003373577,0.0751298],"genre_scores_gemma":[0.09576586,0.0003629555,0.004514853,0.7866434,0.06260958,0.0005539051,0.03792121,0.0004681601,0.01116006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1108492,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07848748707586833,"score_gpt":0.3234831686671374,"score_spread":0.2449956815912691,"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."}}