{"id":"W4366404351","doi":"10.21203/rs.3.rs-2823853/v1","title":"Outcomes for Potentially Resectable Patients Undergoing Primary Chemoradiation Treatment for T1 – T2 HPV Negative Oropharyngeal Squamous Cell Carcinoma","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Stage (stratigraphy); Oncology; Internal medicine; Proportional hazards model; Primary tumor; Head and neck squamous-cell carcinoma; Overall survival; Radiation therapy; Head and neck cancer; Cancer; Metastasis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003385259,0.000184924,0.0002876905,0.0005088596,0.0003446573,0.0004511025,0.0001939199,0.0001861903,0.002137525],"category_scores_gemma":[0.001221428,0.0000954596,0.0005195849,0.0004533981,0.0002246849,0.0003278146,0.000437204,0.0002979264,0.0002113557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667313,"about_ca_system_score_gemma":0.0004118008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413078,"about_ca_topic_score_gemma":0.002641049,"domain_scores_codex":[0.9997757,0.00003939192,0.00002569159,0.00005188964,0.00004162695,0.0000656566],"domain_scores_gemma":[0.9990057,0.0001503173,0.0005012393,0.0000338375,0.00008463359,0.0002241552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816397,0.00003977076,0.9966954,0.00001913744,0.0000431257,0.0002067648,0.00005237749,0.0001127754,0.0002351122,0.00001431178,0.000133651,0.002165938],"study_design_scores_gemma":[0.00001617304,0.0004129171,0.9981216,0.000007154784,0.000038826,0.0006957737,0.0001792326,0.000211418,0.0001333397,0.0000411291,0.0001374664,0.000005080188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991509,0.0001446168,0.00004927886,0.0000207232,0.000004094095,0.00001040143,0.0002945008,0.000002229626,0.0003233209],"genre_scores_gemma":[0.9995801,0.00003766966,0.00001886655,0.000008064019,0.000007480851,0.000006782728,0.0002765746,7.282828e-7,0.000063698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002137525,"threshold_uncertainty_score":0.00715071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004578010664083,"score_gpt":0.3933487237540206,"score_spread":0.2928909226876123,"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."}}