{"id":"W2624173015","doi":"10.1002/hed.24764","title":"Morphologic and topographic radiologic features of human papillomavirus‐related and –unrelated oropharyngeal carcinoma","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Concordance; Medicine; Lymph node; Nomogram; Human papillomavirus; Lymph; Pathology; Radiology; Internal medicine; Oncology","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":[0.0006726066,0.000202762,0.0001681223,0.001247566,0.0002628995,0.0004564449,0.0002676905,0.0001940825,0.001114121],"category_scores_gemma":[0.002697576,0.0001193576,0.0002153121,0.0006393443,0.0004087988,0.000300984,0.0003760445,0.0001923447,0.000238683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907851,"about_ca_system_score_gemma":0.0004248325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844551,"about_ca_topic_score_gemma":0.00447506,"domain_scores_codex":[0.9996044,0.00008594926,0.00006192447,0.0000892546,0.0001023846,0.00005614581],"domain_scores_gemma":[0.9985905,0.0002657968,0.0006105905,0.0001144667,0.0002799996,0.0001386813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005859673,0.00001335668,0.9959318,0.00001915081,0.00002145313,0.0001942493,0.00003824178,0.00006719769,0.0008575116,0.00001350181,0.00003938052,0.002745498],"study_design_scores_gemma":[0.000001958828,0.00004371544,0.9963288,0.000005058509,0.00001898397,0.00274194,0.00014744,0.0001177291,0.0004189613,0.00001790747,0.0001554723,0.000002104201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985739,0.0003558923,0.0001751318,0.00001276552,0.000004590202,0.0000119985,0.0001396981,0.000006573293,0.000719412],"genre_scores_gemma":[0.9996257,0.00008647796,0.0001248704,0.000004587401,0.000003504519,0.00000424715,0.00009909387,0.000002058935,0.00004957309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002844551,"threshold_uncertainty_score":0.005656004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347096904373376,"score_gpt":0.3214386736324414,"score_spread":0.2879677045887076,"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."}}