{"id":"W3014323651","doi":"10.1016/j.resuscitation.2020.03.018","title":"Optimal in-hospital defibrillator placement","year":2020,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Automated external defibrillator; Intensive care; Emergency department; Emergency medicine; Medical emergency; Cardiopulmonary resuscitation; Resuscitation; Intensive care 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":[0.00009352581,0.0000872477,0.000161875,0.00007366657,0.00003098233,0.00001779725,0.0000254921,0.00005592401,0.00001914097],"category_scores_gemma":[0.0001966604,0.00008129345,0.00007534052,0.0002894436,0.00002550173,0.0001034199,0.00001731273,0.00009128507,0.000137867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007531389,"about_ca_system_score_gemma":0.00006400225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007694332,"about_ca_topic_score_gemma":0.000001988524,"domain_scores_codex":[0.9991491,0.00002564945,0.0002047492,0.000206637,0.0002601114,0.0001537096],"domain_scores_gemma":[0.999629,0.00004326553,0.00004877763,0.00008421007,0.00006335597,0.0001313986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006870943,0.0008520259,0.6888744,0.001517283,0.0004435632,0.0003474535,0.04851289,0.04067077,0.09261061,0.008351227,0.08808807,0.02286074],"study_design_scores_gemma":[0.007686383,0.001178281,0.9292677,0.0002482811,0.0001198407,0.000004666217,0.004478234,0.01302901,0.003649524,0.0001566876,0.03967917,0.0005022304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853271,0.0001144346,0.000709365,0.006195484,0.0005363399,0.0004091743,0.000003754971,0.00006246635,0.00664185],"genre_scores_gemma":[0.9968878,0.00002667544,0.002255769,0.0003186516,0.0004019183,0.00001412934,0.00005692463,0.00001409495,0.0000240383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403933,"threshold_uncertainty_score":0.3315051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321676340873514,"score_gpt":0.2685687487438433,"score_spread":0.2553519853351082,"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."}}