{"id":"W4388136906","doi":"10.1097/01.eem.0000995460.01907.cc","title":"Technology & Inventions","year":2023,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concussion; Cardiology; Conventional PCI; Internal medicine; Myocardial infarction; Poison control; Medical emergency; Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084074,0.00167823,0.0009470219,0.00349957,0.00219886,0.006208137,0.002269163,0.003056464,0.7120407],"category_scores_gemma":[0.006269694,0.0008192608,0.001065216,0.003124892,0.0009045204,0.006476716,0.003472084,0.002379432,0.7225115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027928,"about_ca_system_score_gemma":0.001163025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053001,"about_ca_topic_score_gemma":0.00113508,"domain_scores_codex":[0.9984183,0.0001351339,0.0001205224,0.0002647512,0.0008998962,0.0001613403],"domain_scores_gemma":[0.9971301,0.0004254638,0.0001290706,0.0006357534,0.001386588,0.000293044],"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":[0.00005433236,0.00005573424,0.0001400337,0.0003704912,0.000004376948,0.0001855917,0.00009259449,0.00008080566,0.001075386,0.01090727,0.7323488,0.2546846],"study_design_scores_gemma":[0.000005707676,0.00001670395,0.000078139,0.00006344343,0.000002206825,0.0001779062,0.00002500165,0.00006481238,0.0002906889,0.001394712,0.9978741,0.000006518258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005677498,0.00297747,0.007873647,0.002881444,0.007345474,0.0003494081,0.003134817,0.005923699,0.9689464],"genre_scores_gemma":[0.004357836,0.002623482,0.005176463,0.00190498,0.0009899852,0.0002348535,0.001986003,0.001122752,0.9816037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7120407,"threshold_uncertainty_score":0.4107389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517707875614363,"score_gpt":0.4466050672512593,"score_spread":0.294834279689823,"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."}}