{"id":"W2742106161","doi":"","title":"A retrospective study ofmortality associated withgeneral anaesthesia inhorses: emergency procedures","year":2011,"lang":"en","type":"article","venue":"","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006774973,0.0003788728,0.0005066808,0.001456924,0.0006841022,0.0005769375,0.0004314577,0.0006439823,0.002428779],"category_scores_gemma":[0.002610314,0.0005312483,0.0005455025,0.00168316,0.0004948692,0.001050953,0.0008482743,0.0007467538,0.0006174555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593261,"about_ca_system_score_gemma":0.0005973621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006455606,"about_ca_topic_score_gemma":0.006804956,"domain_scores_codex":[0.9988893,0.0001688529,0.0002374988,0.0002122568,0.000288456,0.0002037627],"domain_scores_gemma":[0.9978253,0.0003577163,0.0008975212,0.0002143178,0.000291975,0.0004132862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000954381,0.00003839407,0.997376,0.00002010991,0.00002912578,0.0005003698,0.0001062899,0.00001341964,0.00009863446,0.00001224827,0.0001728621,0.001537118],"study_design_scores_gemma":[0.00000680704,0.0002673561,0.9964657,0.00002084053,0.00002444791,0.002139666,0.00052718,0.00005254175,0.00004420988,0.00001484771,0.0004278117,0.000008689482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978928,0.000999031,0.00008151586,0.00003521297,0.00001257695,0.00001784741,0.0004203569,0.000004713448,0.0005359624],"genre_scores_gemma":[0.9978016,0.001012787,0.00006851598,0.00006369694,0.00003539246,0.00001966831,0.0008035012,0.00000436047,0.0001904874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006455606,"threshold_uncertainty_score":0.01283604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542815052743987,"score_gpt":0.340762816630431,"score_spread":0.2753346661029911,"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."}}