{"id":"W4391552659","doi":"10.1007/978-3-031-41542-5_10","title":"Resuscitation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Resuscitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004813509,0.0008301012,0.0004216113,0.0008847843,0.001422711,0.002114205,0.000639625,0.001450714,0.3390187],"category_scores_gemma":[0.00148998,0.0002619037,0.0003548148,0.0004518147,0.0005257364,0.001021952,0.001888921,0.00227078,0.2362042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964258,"about_ca_system_score_gemma":0.001418671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474718,"about_ca_topic_score_gemma":0.006615308,"domain_scores_codex":[0.9997128,0.00006462069,0.00001222989,0.00003703663,0.0001350222,0.0000382858],"domain_scores_gemma":[0.9997259,0.00004358532,0.00001091301,0.00003710712,0.0001118237,0.00007061546],"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":[0.00001944771,0.00002909924,0.00006949485,0.00007286944,0.000002200676,0.000118166,0.00009455194,0.00008585357,0.0002530585,0.01385301,0.8448057,0.1405965],"study_design_scores_gemma":[0.000002998992,0.000008264665,0.000134731,0.0001065576,0.000001112552,0.0001551003,0.00003980527,0.00004393244,0.00005514126,0.001828819,0.997621,0.000002455775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000212744,0.002275485,0.001376856,0.002647804,0.002917958,0.0000803451,0.0001813627,0.0001740576,0.9901334],"genre_scores_gemma":[0.001013403,0.001564314,0.0004729408,0.001281617,0.0004115833,0.00003323195,0.0001341436,0.0000387416,0.99505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3390187,"threshold_uncertainty_score":0.9428096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928223038180654,"score_gpt":0.2830248015761532,"score_spread":0.2537425711943467,"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."}}