{"id":"W4389778719","doi":"10.1002/hed.27600","title":"A comparison of timing and patterns of treatment failure, and survival outcomes after progression between <scp>HPV</scp>+ and <scp>HPV</scp>− patients undergoing chemoradiation for oropharyngeal squamous cell carcinomas","year":2023,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Proportional hazards model; Oncology; Internal medicine; Multivariate analysis; Survival analysis; Univariate analysis","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":[0.000859748,0.0001126141,0.0002415741,0.0007913671,0.0002084961,0.0003956715,0.0002432435,0.0002696778,0.001124409],"category_scores_gemma":[0.003176369,0.00009700314,0.0003774241,0.0006105321,0.0001779783,0.0003845688,0.0002860351,0.0002673148,0.0001412708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008093,"about_ca_system_score_gemma":0.0003083569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317312,"about_ca_topic_score_gemma":0.001696406,"domain_scores_codex":[0.9994847,0.0001057397,0.00007671905,0.0001390535,0.00008676006,0.0001070231],"domain_scores_gemma":[0.9967145,0.0008865573,0.001738408,0.0001143786,0.0002527059,0.0002935203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001600013,0.00001041365,0.9980807,0.000008304525,0.000026153,0.00003830617,0.0000263083,0.00003867176,0.0001467499,0.000005982621,0.00002548986,0.001432968],"study_design_scores_gemma":[0.00000400376,0.0001491392,0.9991148,0.000004609244,0.00001964362,0.0003438789,0.0001025049,0.00008460716,0.00008022188,0.00001140663,0.0000830894,0.000001986039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993035,0.0002733086,0.00006168618,0.00001187535,0.00000213384,0.000004753453,0.0001627097,0.000001608112,0.0001784627],"genre_scores_gemma":[0.9997244,0.00004178837,0.00002634311,0.000004615097,0.000003023539,0.000002871271,0.0001694186,8.17845e-7,0.00002671962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001317312,"threshold_uncertainty_score":0.004546881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785859942795332,"score_gpt":0.3397241688056676,"score_spread":0.2918655693777143,"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."}}