{"id":"W2972600236","doi":"10.21873/anticanres.13674","title":"Clinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy","year":2019,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Head and neck squamous-cell carcinoma; Adjuvant therapy; Head and neck cancer; Adjuvant; Internal medicine; Incidence (geometry); Confidence interval; Surgery; Head and neck; Cancer; Oncology","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":[0.0008629847,0.0001497173,0.0007640586,0.0001639766,0.0001322465,0.00001616693,0.0001246832,0.0001133618,0.0002993378],"category_scores_gemma":[0.0002853207,0.0001053721,0.0001173095,0.0003724321,0.0004194876,0.00009509976,0.0001415007,0.0004939988,0.00003553978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102676,"about_ca_system_score_gemma":0.0004336845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911993,"about_ca_topic_score_gemma":0.0009004899,"domain_scores_codex":[0.9975177,0.0001633614,0.0004748083,0.0004486602,0.0008774975,0.0005179511],"domain_scores_gemma":[0.9980879,0.0005085981,0.00007320628,0.0004001271,0.0007442528,0.0001858604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183853,0.0003086302,0.9695495,0.0001616689,0.0002445125,0.000002878087,0.0002804338,2.943711e-7,0.0001965658,0.0001550983,0.004544027,0.02337252],"study_design_scores_gemma":[0.005103414,0.003043303,0.9773208,0.0003808791,0.00001680617,9.078245e-7,0.0001959422,0.00003665044,0.0008952062,0.0001403012,0.01275794,0.0001078338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883121,0.003277352,0.00000178046,0.003142807,0.0003566244,0.0008466139,0.00002259902,0.00001828248,0.004021808],"genre_scores_gemma":[0.9671312,0.02805048,0.0000482647,0.0005277627,0.0001562626,0.00006328843,0.000004023384,0.0000288261,0.003989911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477312,"threshold_uncertainty_score":0.4402082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538153174289556,"score_gpt":0.5009038952310174,"score_spread":0.3470885778020618,"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."}}