{"id":"W3023899514","doi":"10.1016/j.resuscitation.2020.04.025","title":"Retrieving AEDs to save a life: more complicated than it seems","year":2020,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Medical emergency","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":[0.0002226079,0.000435652,0.0007610693,0.0004645766,0.0001608343,0.0001027145,0.0001915258,0.0006886001,0.00004848471],"category_scores_gemma":[0.001371798,0.0004096802,0.0003713155,0.001189127,0.00008904382,0.0001146324,0.00008692668,0.001494404,0.0006898046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982104,"about_ca_system_score_gemma":0.0003252328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008347022,"about_ca_topic_score_gemma":0.000007927583,"domain_scores_codex":[0.9968621,0.0001511814,0.0006295894,0.0007975405,0.00107464,0.0004849205],"domain_scores_gemma":[0.9979548,0.0003337178,0.0002958324,0.0005626802,0.0004753707,0.0003776163],"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":[0.0002795705,0.00001739545,0.0007190814,0.0007046643,0.0002147069,0.0003434788,0.001803102,0.00003189279,0.002524944,0.000019401,0.9921004,0.001241416],"study_design_scores_gemma":[0.001197872,0.0001954795,0.03717891,0.001134261,0.0004764166,0.00001275608,0.0004707739,0.0007327404,0.0001594186,0.0001590962,0.9576842,0.0005980645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005385174,0.000228063,0.00124865,0.9848441,0.00221963,0.001640038,0.0001086865,0.0003113832,0.004014296],"genre_scores_gemma":[0.08522645,0.00008722643,0.001490663,0.8932236,0.01225926,0.0001373881,0.006105444,0.0001780467,0.001291971],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09162052,"threshold_uncertainty_score":0.9998355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253362827541882,"score_gpt":0.3014697406055293,"score_spread":0.2689361123301105,"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."}}