{"id":"W3173382128","doi":"10.3390/curroncol28040221","title":"Outcomes of Post-Operative Treatment with Concurrent Chemoradiotherapy (CRT) in High-Risk Resected Oral Cavity Squamous Cell Carcinoma (OCSCC): A Multi-Institutional Collaboration","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Cisplatin; Chemoradiotherapy; Internal medicine; Dosing; Adjuvant; Radiation therapy; Oncology; Stage (stratigraphy); Gastroenterology; Surgery; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944709,0.0001221364,0.0002020514,0.0003069718,0.000239033,0.000446529,0.0002364197,0.000181955,0.0005999451],"category_scores_gemma":[0.002103322,0.00008779302,0.0004079784,0.0004480975,0.0002002589,0.0002686086,0.0005074329,0.0002547058,0.000074111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533184,"about_ca_system_score_gemma":0.0005373573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473282,"about_ca_topic_score_gemma":0.00702579,"domain_scores_codex":[0.999521,0.0001284665,0.00007075413,0.00009957019,0.0001108862,0.00006926985],"domain_scores_gemma":[0.99834,0.0002364043,0.0008490948,0.0001240274,0.0001412595,0.0003091466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009816251,0.0001001042,0.9912111,0.00001631332,0.0000760058,0.00008669704,0.00006303417,0.0001993603,0.000621633,0.0000157834,0.0001136185,0.006514589],"study_design_scores_gemma":[0.00002269207,0.0004399653,0.9984125,0.000004360565,0.0000575926,0.0002352604,0.00008846607,0.0003035573,0.0002384551,0.00001585064,0.0001780321,0.000003237044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995945,0.0001060373,0.00004848436,0.00001613357,0.000001873562,0.000005713586,0.0001159617,0.000001239822,0.0001100247],"genre_scores_gemma":[0.999696,0.00003131417,0.00002971543,0.000008552233,0.00000396513,0.000003549692,0.0001873888,6.274004e-7,0.00003884499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473282,"threshold_uncertainty_score":0.0049178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06442782639081532,"score_gpt":0.4065425156389991,"score_spread":0.3421146892481838,"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."}}