{"id":"W2621007050","doi":"10.1097/01.eem.0000520575.56556.d4","title":"News","year":2017,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Emergency medicine; Myocardial infarction; Medical emergency; Intubation; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001872341,0.0001532436,0.0003414199,0.00008679866,0.0003213782,0.000005880858,0.0001629693,0.00008073362,0.004053606],"category_scores_gemma":[0.000889803,0.000106068,0.0001526599,0.00008008903,0.0001390601,0.0001196617,0.00004835947,0.0001721205,0.0003345788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002547045,"about_ca_system_score_gemma":0.00005081202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326093,"about_ca_topic_score_gemma":0.0003180704,"domain_scores_codex":[0.9987339,0.00002357408,0.000371747,0.0002615016,0.0003687022,0.000240579],"domain_scores_gemma":[0.9985504,0.00001668304,0.0001921709,0.00088245,0.0001175655,0.0002407302],"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":[0.00008827689,0.00004333383,0.3779266,0.00006794281,0.00006486534,0.00003149367,0.0005728997,7.167615e-7,0.00523635,0.0004702277,0.5920171,0.02348025],"study_design_scores_gemma":[0.001436382,0.000125271,0.5038805,0.000110078,0.0001431269,0.000006377834,0.0003682515,0.00002909537,0.0001339942,0.0005205115,0.4931266,0.0001198744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3392141,0.00130005,0.0003766465,0.04315827,0.02368052,0.0004950912,0.000002345268,0.0001138137,0.5916592],"genre_scores_gemma":[0.9578012,0.002746082,0.0002240198,0.0005080103,0.00941499,0.00002582797,0.00004095237,0.00003754178,0.02920143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6185871,"threshold_uncertainty_score":0.9968568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522246421672625,"score_gpt":0.3669335954276147,"score_spread":0.3217111312108885,"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."}}