{"id":"W2369235840","doi":"","title":"Emergency analysis of 205 cases of sudden death and prevention","year":2010,"lang":"en","type":"article","venue":"Journal of Nantong University","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sudden death; Pediatrics; Quarter (Canadian coin); Cause of death; Emergency department; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588376,0.0000499753,0.0003162674,0.0003428747,0.00003651049,5.766615e-7,0.00004811535,0.00003786826,0.0002400466],"category_scores_gemma":[0.00007375223,0.00004139236,0.0002279919,0.0003532688,0.0000416472,0.00008653698,0.00002265203,0.0001021882,1.242612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001214736,"about_ca_system_score_gemma":0.00004593932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194209,"about_ca_topic_score_gemma":0.0006718773,"domain_scores_codex":[0.9994984,0.00002126821,0.0002151904,0.0000539327,0.0001506931,0.00006051107],"domain_scores_gemma":[0.9991688,0.00002538634,0.0002939226,0.00007563871,0.0003797142,0.0000566072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000318647,0.0001484785,0.9674143,0.00007823053,0.002285087,0.0001215364,0.0007383985,0.000006146799,0.02423918,0.0002981503,0.0006413023,0.003710592],"study_design_scores_gemma":[0.0004941754,0.0003167351,0.9914044,0.0000345398,0.003820224,0.00004809464,0.001398016,0.00001429664,0.001313165,0.00003000169,0.001087514,0.00003888124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976568,0.0003460404,0.00008565872,0.00007634387,0.0001681151,0.00002999336,0.000009060066,0.000001937511,0.001626043],"genre_scores_gemma":[0.9976804,0.001401377,0.0003845947,0.000001118617,0.00002994378,9.177418e-9,0.000001249022,0.000001908564,0.00049946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399011,"threshold_uncertainty_score":0.2628342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604919750770172,"score_gpt":0.2937593660848542,"score_spread":0.2677101685771525,"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."}}