{"id":"W3017256120","doi":"10.1016/j.resuscitation.2020.04.009","title":"The drugs don’t matter: Cardiovascular drugs have minimal effects on amplitude spectral area during ventricular fibrillation","year":2020,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; North York General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Ventricular fibrillation; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002104186,0.0004539661,0.0007803215,0.000177901,0.0004250374,0.00009093899,0.0001239343,0.0004926988,0.00001620798],"category_scores_gemma":[0.0001604656,0.000351909,0.001209151,0.0002392432,0.0001022113,0.00007552638,0.00004696153,0.001421979,0.0002922351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883289,"about_ca_system_score_gemma":0.00009631555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002218045,"about_ca_topic_score_gemma":4.540263e-7,"domain_scores_codex":[0.9969271,0.0004152283,0.0004058517,0.0007575784,0.000882638,0.0006116412],"domain_scores_gemma":[0.9981988,0.0006732085,0.0002236429,0.0006953352,0.0001108188,0.00009819108],"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":[0.002563162,0.00003070325,0.0009922165,0.003260084,0.005997938,0.01366943,0.002015552,0.001731968,0.00553472,0.00006487939,0.9579083,0.006231093],"study_design_scores_gemma":[0.008926716,0.001785997,0.1458249,0.002768708,0.005523739,0.001196213,0.0004397803,0.0006903632,0.02387627,0.002146568,0.804329,0.002491768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5932814,0.003780312,0.00008178529,0.3974941,0.001265097,0.002082608,0.00003443929,0.0001958622,0.001784374],"genre_scores_gemma":[0.8484313,0.0005995044,0.0001460152,0.1204537,0.02662395,0.0001917115,0.002130785,0.0002044531,0.0012186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770405,"threshold_uncertainty_score":0.9998933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007043608479909635,"score_gpt":0.2240066525303819,"score_spread":0.2169630440504722,"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."}}