{"id":"W4410948848","doi":"10.58931/cait.2025.5178","title":"Updates in Epinephrine Guidelines","year":2025,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Epinephrine; Computer science; Medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001811664,0.0001685575,0.0004171971,0.0006717217,0.00005735652,0.00001274743,0.0001732663,0.0001846934,0.001004624],"category_scores_gemma":[0.0001938357,0.0001739701,0.0001819777,0.0003833372,0.0001202232,0.00004808243,0.00004988455,0.0002213761,0.0002526661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293182,"about_ca_system_score_gemma":0.001319863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0833235,"about_ca_topic_score_gemma":0.3165198,"domain_scores_codex":[0.9987627,0.00003871767,0.0003714391,0.0003116664,0.00005462781,0.0004608978],"domain_scores_gemma":[0.9992118,0.00002197227,0.00002881524,0.0005144887,0.00009819031,0.0001247218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003169583,0.000188821,0.01933778,0.00006814866,0.005766593,0.001621768,0.0003547786,0.0003407211,0.003534465,0.0336536,0.240638,0.6941784],"study_design_scores_gemma":[0.001694588,0.00003002286,0.06592448,0.00009509447,0.00002924064,0.0000517469,0.0002157844,0.00007105072,0.000212207,0.0004824239,0.9310543,0.0001390897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.587262,0.05905028,0.0001461279,0.09869561,0.00177891,0.0007034671,0.00002400462,0.0001132778,0.2522263],"genre_scores_gemma":[0.9572492,0.003398456,0.000714393,0.01640139,0.0001122984,0.00006969837,0.0001930104,0.00003958256,0.02182203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6940393,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075734653473808,"score_gpt":0.2654945973865467,"score_spread":0.2547372508518086,"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."}}