{"id":"W4366701328","doi":"10.2139/ssrn.4415919","title":"Evaluation of Hospital Management of Paediatric Out-Of-Hospital Cardiac Arrest","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Middlesex London Health Unit; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Medical emergency; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000866208,0.0002442235,0.0003936714,0.00168757,0.0006043568,0.0009717585,0.0004874694,0.0004660522,0.002177328],"category_scores_gemma":[0.01005738,0.0001312509,0.0003142665,0.0008367519,0.000260866,0.0006641112,0.0004898592,0.0006206225,0.0002874564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502006,"about_ca_system_score_gemma":0.001861045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799919,"about_ca_topic_score_gemma":0.005271011,"domain_scores_codex":[0.999064,0.0003779303,0.0001642127,0.000054258,0.0001790033,0.0001606171],"domain_scores_gemma":[0.9961831,0.0008846055,0.001066112,0.00004495551,0.0009246727,0.0008966321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004901631,0.0002018574,0.9726322,0.0001667077,0.00004640236,0.003937267,0.0007288356,0.0002441762,0.0003619747,0.000129485,0.001325604,0.01973527],"study_design_scores_gemma":[0.00001779212,0.0009495481,0.9905723,0.0002220551,0.00004350778,0.00330796,0.003042955,0.0005342469,0.0002863166,0.00009703886,0.0009109539,0.00001530787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882801,0.001558756,0.0002073398,0.000919988,0.00004763734,0.0001448611,0.0004622145,0.00001658397,0.008362607],"genre_scores_gemma":[0.9977803,0.0009344702,0.0003941277,0.0001126987,0.00004991196,0.0000398482,0.0003825526,0.00000559994,0.000300445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003799919,"threshold_uncertainty_score":0.01089787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672181327206538,"score_gpt":0.2963979004551457,"score_spread":0.2796760871830803,"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."}}