{"id":"W1990143805","doi":"10.1016/j.resuscitation.2004.12.019","title":"International Resuscitation Network Registry: design, rationale and preliminary results","year":2005,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Interquartile range; Resuscitation; Ventricular fibrillation; Cardiopulmonary resuscitation; Defibrillation; Ventricular tachycardia; Emergency medicine; Medical emergency; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009076163,0.0001849442,0.0002088832,0.0001967858,0.0002191591,0.00009573874,0.00008325617,0.0001528593,0.00002300712],"category_scores_gemma":[0.000961661,0.0001785627,0.00008772436,0.0003361592,0.0001111737,0.0004959063,0.00004019602,0.0001879993,0.00006607496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711446,"about_ca_system_score_gemma":0.0001249138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243196,"about_ca_topic_score_gemma":0.00001109137,"domain_scores_codex":[0.9980657,0.0001399041,0.0005163517,0.0004502771,0.0005644521,0.0002633244],"domain_scores_gemma":[0.9984905,0.0004547639,0.0002474125,0.0002718307,0.0003822781,0.0001531969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04486298,0.0006900356,0.01413819,0.0004180432,0.0008068674,0.0001283319,0.009825205,0.07964564,0.02588541,0.01592324,0.5728996,0.2347764],"study_design_scores_gemma":[0.01230207,0.0009041521,0.5639616,0.0006812712,0.000340641,0.00008936333,0.001137516,0.07266936,0.001452593,0.005024355,0.3406551,0.0007820135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5096681,0.003351217,0.1566557,0.1696354,0.0132881,0.008570482,0.0002862181,0.001328595,0.1372161],"genre_scores_gemma":[0.9235473,0.0004196215,0.06917663,0.000558992,0.003424827,0.00009752964,0.001113299,0.00003677145,0.001625052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498234,"threshold_uncertainty_score":0.7281576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187934606747265,"score_gpt":0.2824629287745281,"score_spread":0.2605835827070555,"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."}}