{"id":"W2120724726","doi":"10.1093/qjmed/hcr103","title":"Ear canal papillomas","year":2011,"lang":"pt","type":"article","venue":"QJM","topic":"Ear and Head Tumors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Histopathology; Ear canal; Medicine; Papilloma; Medical history; Inverted papilloma; Human immunodeficiency virus (HIV); Genital warts; Outpatient clinic; Auditory canal; Human papilloma virus; Dermatology; Physical examination; Pathology; Surgery; Radiology; Virology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001461806,0.0001419564,0.0002485651,0.00006922438,0.00007308965,0.000007015754,0.00009924301,0.0001054806,0.01368593],"category_scores_gemma":[0.00004798063,0.0001239868,0.0000982083,0.0001193328,0.00007259049,0.00003782903,0.00003299165,0.0002681935,0.005542252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004669331,"about_ca_system_score_gemma":0.0001852135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903354,"about_ca_topic_score_gemma":0.0005795012,"domain_scores_codex":[0.998965,0.00003269201,0.0002016269,0.000213693,0.0002080763,0.000378893],"domain_scores_gemma":[0.9992541,0.00001740105,0.000046872,0.0003291714,0.00005236545,0.0003001028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242146,0.0005016361,0.7654243,0.0004243733,0.0002831193,0.002016705,0.01873778,2.143892e-7,0.0009972306,0.007333132,0.1990321,0.004925256],"study_design_scores_gemma":[0.001213559,0.0006949966,0.9352732,0.0002300467,0.0002599658,0.00008757142,0.001435558,0.00005430188,0.002133024,0.0001972194,0.05816353,0.0002569771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.569981,0.002706024,0.00002530076,0.000604443,0.001109807,0.0002262177,0.00001846792,0.00006874065,0.42526],"genre_scores_gemma":[0.9142489,0.00005609065,0.0001182241,0.0008042573,0.0005383739,0.000003290478,0.000007375364,0.00002743379,0.08419603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3442679,"threshold_uncertainty_score":0.995232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729163449248127,"score_gpt":0.2777140038897935,"score_spread":0.2104223693973122,"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."}}