{"id":"W2974184220","doi":"10.1016/j.resuscitation.2019.09.012","title":"Ultra-early application of prognostic tests for outcome after resuscitation from cardiac arrest","year":2019,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Resuscitation; False positive paradox; Clinical death; Prospective cohort study; Intensive care medicine; Neuroimaging; Cardiopulmonary resuscitation; Internal medicine; Emergency medicine; Psychiatry","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":[0.0005555399,0.0005610727,0.001152508,0.0005691499,0.00009530017,0.00008251119,0.0001994739,0.001227824,0.00001096381],"category_scores_gemma":[0.001314144,0.0005343354,0.0007868106,0.0005306536,0.0001578535,0.000291926,0.00002615894,0.0008951208,0.0001796618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017918,"about_ca_system_score_gemma":0.0002703325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028592,"about_ca_topic_score_gemma":0.00002367281,"domain_scores_codex":[0.9958163,0.0002187186,0.001267843,0.001016642,0.001145625,0.0005348791],"domain_scores_gemma":[0.9943998,0.002401716,0.0009919474,0.000969521,0.001134737,0.0001022827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002999819,0.0002432728,0.4875616,0.009896925,0.001235362,0.00005653002,0.002463995,0.0001212882,0.0377747,0.0001818341,0.4500058,0.007458822],"study_design_scores_gemma":[0.003285174,0.0004473666,0.85106,0.001222663,0.002595911,8.977556e-7,0.0001680286,0.000413928,0.001245835,0.002248528,0.1363072,0.001004448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6203184,0.002379978,0.02814942,0.2749459,0.03343527,0.02927511,0.007650536,0.0007026353,0.00314272],"genre_scores_gemma":[0.9302123,0.00006094237,0.005084321,0.02481891,0.01143796,0.00247198,0.02499356,0.0002843151,0.0006356629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3634984,"threshold_uncertainty_score":0.9997108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853465177303512,"score_gpt":0.2912518572377824,"score_spread":0.2727172054647473,"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."}}