{"id":"W2109706259","doi":"10.1186/1748-717x-7-175","title":"Outcome and patterns of failure after postoperative intensity modulated radiotherapy for locally advanced or high-risk oral cavity squamous cell carcinoma","year":2012,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Concomitant; Radiation therapy; Carboplatin; Clinical endpoint; Internal medicine; Oncology; Surgery; Chemotherapy; Cisplatin; Randomized controlled trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857358,0.0001475091,0.0006334416,0.00007188108,0.00006287702,0.000002983516,0.00003069417,0.0001550023,0.00006810808],"category_scores_gemma":[0.0001103184,0.0001093851,0.00005747753,0.00007228534,0.00006114617,0.00009708663,0.00001893426,0.0001382005,0.000001736219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882718,"about_ca_system_score_gemma":0.0001128138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003964275,"about_ca_topic_score_gemma":0.0006862691,"domain_scores_codex":[0.9990752,0.00008983303,0.0003028072,0.0001924501,0.00008453315,0.0002552055],"domain_scores_gemma":[0.9992162,0.0001809037,0.0001448071,0.0001337768,0.0001980711,0.0001262517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004214007,0.0002626006,0.9623742,0.0001018524,0.00005415727,0.000009884367,0.003404593,0.00002211863,0.003762271,0.00001514079,0.0003318392,0.02544739],"study_design_scores_gemma":[0.008698432,0.004260327,0.9754323,0.000009708013,0.0001200867,0.000023922,0.0003608341,0.0006294788,0.004102129,0.000004873087,0.006223531,0.0001344008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944003,0.000935098,0.001744369,0.001665198,0.0003252634,0.0007723086,0.0001152761,0.00002203206,0.00002022122],"genre_scores_gemma":[0.9954745,0.0001181383,0.00263279,0.00130719,0.0001364751,0.00009275688,0.00002963652,0.00001868654,0.000189828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02531299,"threshold_uncertainty_score":0.4460596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799026666825085,"score_gpt":0.3189415302732689,"score_spread":0.300951263605018,"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."}}