{"id":"W4387949637","doi":"10.1001/jamaoto.2023.3366","title":"Pediatric Patient With Persistent Postoperative Fevers After Esophageal Foreign Body Removal","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Throat; Foreign body; Medicine; Emergency department; Pain sensation; Foreign body aspiration; Surgery; General surgery; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740029,0.001288992,0.001118761,0.001413892,0.00223049,0.001201982,0.0008873837,0.003431658,0.002467916],"category_scores_gemma":[0.00303904,0.0008763273,0.001094659,0.001333829,0.001180719,0.002329644,0.00109043,0.004094581,0.0007918971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209277,"about_ca_system_score_gemma":0.001136749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405228,"about_ca_topic_score_gemma":0.003522416,"domain_scores_codex":[0.9995329,0.00004021597,0.00007019097,0.0001016508,0.00008076704,0.0001742113],"domain_scores_gemma":[0.9988571,0.0002798797,0.0003159974,0.00005326455,0.00007935304,0.0004143848],"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":[0.00002835437,0.00003659322,0.02075447,0.00002192347,0.000007296853,0.9766296,0.0001607586,0.0000618893,0.0002288696,0.0001487955,0.0007100019,0.001211567],"study_design_scores_gemma":[0.00001029881,0.00007179835,0.007839172,0.00003338328,0.00001321253,0.9907012,0.0003237911,0.0001261798,0.0001745699,0.0001462837,0.0005510297,0.000008989343],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582983,0.008646748,0.003128046,0.01382578,0.001343105,0.0001357206,0.0005073189,0.0002662754,0.01384861],"genre_scores_gemma":[0.9914691,0.003183767,0.001007999,0.002121609,0.0009913446,0.00002334171,0.000168345,0.00003053961,0.001003766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003431658,"threshold_uncertainty_score":0.008773923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620536797856429,"score_gpt":0.2451555177909321,"score_spread":0.2289501498123678,"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."}}