{"id":"W4398252433","doi":"10.1002/hed.27802","title":"Outcomes for potentially Resectable patients undergoing primary chemoradiation treatment for <scp>T1</scp>–<scp>T2 HPV</scp> Negative oropharyngeal squamous cell carcinoma","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Internal medicine; Oncology; Stage (stratigraphy); Overall survival; Head and neck squamous-cell carcinoma; Radiation therapy; Basal cell; Head and neck; Head and neck cancer; Surgery","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":[0.0003301146,0.0001721968,0.0002416442,0.0004135883,0.0003378053,0.0003941706,0.0001833862,0.0001910303,0.001885128],"category_scores_gemma":[0.001234011,0.000098026,0.0004663877,0.0003672405,0.0002480193,0.0002964298,0.000408133,0.0003347576,0.0002255333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489348,"about_ca_system_score_gemma":0.0004635732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311924,"about_ca_topic_score_gemma":0.0029986,"domain_scores_codex":[0.9998128,0.00002782773,0.00002068376,0.00003855503,0.00003834997,0.00006169532],"domain_scores_gemma":[0.9991176,0.0001311695,0.0004420277,0.00002872739,0.00006005699,0.0002205023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002926811,0.00003848991,0.9969862,0.00001509146,0.00002938489,0.0002108352,0.0000654226,0.00008442094,0.0002209861,0.00001204936,0.0001177275,0.001926774],"study_design_scores_gemma":[0.00001895936,0.0005460976,0.9977843,0.000007810466,0.00003729229,0.0009371964,0.0002107367,0.0001619625,0.0001233867,0.00003180377,0.0001357009,0.000004702259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993857,0.0001001412,0.00003123988,0.00001956962,0.000003402474,0.000009224722,0.000184658,0.000001825942,0.0002641226],"genre_scores_gemma":[0.9995839,0.00004305035,0.00002002222,0.000009549995,0.000006421035,0.000006680737,0.0002790561,8.002528e-7,0.00005053609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001885128,"threshold_uncertainty_score":0.00630635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675571983111463,"score_gpt":0.2908695347283023,"score_spread":0.2641138148971877,"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."}}