{"id":"W2005493921","doi":"10.1016/j.resuscitation.2013.07.020","title":"The formula for survival in resuscitation","year":2013,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Laerdal Foundation for Acute Medicine","keywords":"Medicine; Resuscitation; Intensive care medicine; Emergency 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":[0.0007325954,0.0001126593,0.00016228,0.0001465629,0.0002188605,0.00009030062,0.00006582824,0.0000895969,0.000007485962],"category_scores_gemma":[0.0009553627,0.00007839763,0.0001206274,0.0003520402,0.00006407812,0.0002788789,0.00001285571,0.0001124233,0.00007248997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258807,"about_ca_system_score_gemma":0.00008232822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100076,"about_ca_topic_score_gemma":0.0001748755,"domain_scores_codex":[0.9987518,0.00007393356,0.000355615,0.0002149071,0.0003137777,0.0002899937],"domain_scores_gemma":[0.9983796,0.0008623435,0.0001019088,0.0002154787,0.0003653197,0.00007529917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004858821,0.0005550427,0.2478053,0.001204811,0.0003840757,0.00001725643,0.01015521,0.0012872,0.1068652,0.1487799,0.07646636,0.4016208],"study_design_scores_gemma":[0.002975134,0.0001177024,0.9533757,0.0001002221,0.00003707978,0.000001056578,0.002044508,0.006947912,0.0005133201,0.02269449,0.01103004,0.0001628519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696046,0.0002403222,0.004885006,0.01091241,0.002841549,0.003127125,0.000007552486,0.00008686524,0.008294628],"genre_scores_gemma":[0.9965151,0.00007160177,0.001781395,0.000116931,0.0003725053,0.0005079401,0.000126472,0.00002244579,0.000485616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7055703,"threshold_uncertainty_score":0.3196963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841976827208532,"score_gpt":0.2956768849815198,"score_spread":0.2772571167094345,"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."}}