{"id":"W3091763392","doi":"10.1016/j.annemergmed.2020.04.007","title":"Woman With Neck Pain","year":2020,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Odynophagia; Stridor; Neck pain; Presentation (obstetrics); Emergency department; General surgery; Surgery; Dysphagia; Airway; Psychiatry; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.0001112169,0.0006526175,0.0004905597,0.001163758,0.002235032,0.0007809097,0.0005515915,0.001822675,0.03197065],"category_scores_gemma":[0.001533158,0.0003127386,0.0004861119,0.0010265,0.0005018818,0.001200522,0.001091627,0.002043841,0.007787979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686018,"about_ca_system_score_gemma":0.0009595773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136871,"about_ca_topic_score_gemma":0.00356846,"domain_scores_codex":[0.9997918,0.00001968207,0.00001562317,0.00004014342,0.00002952353,0.0001032268],"domain_scores_gemma":[0.9997751,0.00004416637,0.00002473842,0.00000951205,0.00002083216,0.0001255379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006765143,0.0001942099,0.03064403,0.00009487937,0.00001331287,0.9334911,0.0004643458,0.00004189779,0.0007731302,0.001137333,0.02542195,0.007656111],"study_design_scores_gemma":[0.00002341657,0.0001895015,0.04010116,0.0003089705,0.00002987542,0.9012234,0.002311978,0.0001039199,0.0001706319,0.001167376,0.05434005,0.00002970779],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5337371,0.02052974,0.001265328,0.08634993,0.007506859,0.0004025949,0.003323915,0.0003250766,0.3465593],"genre_scores_gemma":[0.8435109,0.02198121,0.00131054,0.04499226,0.005799118,0.0001459116,0.001625851,0.0001099158,0.0805243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03197065,"threshold_uncertainty_score":0.1069525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978664282646677,"score_gpt":0.3761862377970605,"score_spread":0.1783198095323928,"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."}}