{"id":"W4388673078","doi":"10.46747/cfp.6911757","title":"Referred otalgia","year":2023,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Triage; Otorhinolaryngology; Presentation (obstetrics); Head and neck; MEDLINE; Malignancy; Intensive care medicine; Surgery; Medical emergency; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004270154,0.000734438,0.002305203,0.0009060218,0.001002673,0.00002749793,0.0007892583,0.0009949303,0.00003768456],"category_scores_gemma":[0.00007283156,0.0007085368,0.0006382504,0.001324438,0.00009120769,0.0001018594,0.0001303212,0.002054679,0.04271398],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915368,"about_ca_system_score_gemma":0.008622771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04474865,"about_ca_topic_score_gemma":0.1053347,"domain_scores_codex":[0.9952209,0.0008048232,0.001111328,0.0008138305,0.000310861,0.001738273],"domain_scores_gemma":[0.9966924,0.0003595629,0.0005550981,0.001259024,0.00009970448,0.001034186],"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":[6.950863e-7,0.000006634816,8.632882e-7,0.01193405,0.0001736026,0.0000791514,0.00008759349,7.906944e-8,9.816485e-8,0.0008906986,0.5758882,0.4109384],"study_design_scores_gemma":[0.0001645755,0.00001653845,0.00004048074,0.01959734,0.0003285138,2.589362e-7,0.0006549848,0.00000107968,3.839121e-9,0.0004234063,0.9781214,0.0006514192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000109108,0.7537075,0.000001263541,0.0001453455,0.001831341,0.002093594,0.0009812561,0.0003628085,0.2408758],"genre_scores_gemma":[6.622716e-7,0.9661008,0.00002813333,0.01885281,0.0009180477,0.0008184876,0.001807818,0.0004487591,0.01102447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4102869,"threshold_uncertainty_score":0.9995366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965263466337077,"score_gpt":0.4373561542898928,"score_spread":0.2408298076561851,"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."}}