{"id":"W2092865563","doi":"10.1158/1078-0432.ccr-11-1759","title":"Validation of Genetic Sequence Variants as Prognostic Factors in Early-Stage Head and Neck Squamous Cell Cancer Survival","year":2011,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"ERCC1; Oncology; XRCC1; Internal medicine; Biology; Cancer; Head and neck cancer; Proportional hazards model; ERCC2; Medicine; XRCC3; DNA repair; Cancer research; Genotype; Single-nucleotide polymorphism; Genetics; Nucleotide excision repair; Gene","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":[0.003276363,0.0004578703,0.0005923022,0.001351163,0.0003434396,0.0006597356,0.000863812,0.0005665929,0.002459713],"category_scores_gemma":[0.006961919,0.0001491195,0.001027131,0.001404442,0.0005179541,0.0002541651,0.0003734661,0.0003722367,0.000368887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811596,"about_ca_system_score_gemma":0.0006979859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460385,"about_ca_topic_score_gemma":0.00182138,"domain_scores_codex":[0.9983881,0.0004959357,0.0002393275,0.0005313704,0.0002685343,0.00007683708],"domain_scores_gemma":[0.992904,0.003811325,0.001905134,0.0006539493,0.0004587565,0.0002668016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002482943,0.00007257349,0.9764585,0.0002689168,0.001667574,0.0004990665,0.0001037915,0.0007180588,0.00643068,0.0000671833,0.0002594182,0.01097122],"study_design_scores_gemma":[0.0003041056,0.0007582504,0.9882936,0.00009776415,0.001878047,0.001418518,0.000114873,0.0015904,0.003838707,0.0002804206,0.001403689,0.00002159339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937598,0.002690823,0.0008570155,0.00008531554,0.00002184037,0.00002303598,0.002278404,0.0000204657,0.0002633471],"genre_scores_gemma":[0.9974672,0.0003119364,0.0004832766,0.00003951111,0.00002553877,0.00001961377,0.001553203,0.000008085792,0.00009156711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003276363,"threshold_uncertainty_score":0.01732725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4444109265001216,"score_gpt":0.5233155150313068,"score_spread":0.0789045885311852,"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."}}