{"id":"W4366205864","doi":"10.1186/s13019-023-02275-5","title":"Malignant transformation of a solitary tracheal papilloma in the absence of human papillomavirus infection in a patient with 48, XYYY syndrome: case report","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University; University of Alberta","funders":"","keywords":"Medicine; Cardiothoracic surgery; Brachytherapy; Malignant transformation; Papilloma; Debridement (dental); Cardiac surgery; Disease; Human papillomavirus; Surgery; Pathology; Internal medicine; Radiation therapy","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":[0.0002771964,0.0009734653,0.000863011,0.001648263,0.002154521,0.001578109,0.0006988072,0.002763719,0.001859291],"category_scores_gemma":[0.002296935,0.0009759673,0.0007868902,0.000801446,0.001531092,0.001549509,0.001236566,0.001755315,0.0005633391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799949,"about_ca_system_score_gemma":0.0006544034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995054,"about_ca_topic_score_gemma":0.002452726,"domain_scores_codex":[0.9995838,0.0000472413,0.00005693012,0.0001109295,0.00007183811,0.0001292276],"domain_scores_gemma":[0.9987889,0.0003888292,0.0002422461,0.0001070424,0.00007718431,0.0003958009],"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":[0.00002080294,0.00001309322,0.00825124,0.00001709259,0.000004703,0.9899459,0.0001247403,0.00002974806,0.0008586608,0.00005038944,0.00008413218,0.0005994278],"study_design_scores_gemma":[0.000002853021,0.00002991545,0.003397032,0.000006130332,0.000005878303,0.9958996,0.0001010546,0.0000935007,0.0002643598,0.00004830233,0.0001464172,0.000004996017],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913849,0.00278725,0.001514319,0.001047491,0.0001517836,0.00007382953,0.0001427923,0.00008257396,0.002815092],"genre_scores_gemma":[0.997923,0.0007487726,0.0005372165,0.0001626578,0.0001986521,0.000009329029,0.00003501736,0.00001189655,0.0003735794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763719,"threshold_uncertainty_score":0.006219923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956327476951472,"score_gpt":0.329876531259064,"score_spread":0.2903132564895493,"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."}}