{"id":"W4324135227","doi":"10.1016/j.ijrobp.2023.02.057","title":"Final Report of NRG Oncology RTOG 0022: A Phase 1/2 Study of Conformal and Intensity Modulated Radiation for Oropharyngeal Cancer","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Alberta Cancer Foundation","funders":"National Cancer Institute","keywords":"Medicine; Radiation therapy; Radiation oncology; Head and neck cancer; Oncology; Cancer; Parotid gland; Head and neck; Internal medicine; Nuclear medicine; Medical physics; Radiology; Pathology; Surgery","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":[0.00725472,0.001640436,0.001971145,0.00048177,0.001371053,0.0023254,0.001334075,0.002806766,0.007329572],"category_scores_gemma":[0.003423075,0.0007534128,0.001796218,0.0004304654,0.0008999364,0.0007306294,0.0009933056,0.00246709,0.002967649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843039,"about_ca_system_score_gemma":0.005346473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006403954,"about_ca_topic_score_gemma":0.0112889,"domain_scores_codex":[0.9978365,0.0009592964,0.0001324659,0.0001985551,0.000542458,0.000330726],"domain_scores_gemma":[0.9969182,0.0003916933,0.0003210136,0.0002821366,0.0005848887,0.001502074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2910219,0.03494008,0.0288365,0.002539043,0.005735186,0.002696575,0.0009922965,0.008030193,0.1013279,0.001807109,0.3231493,0.1989239],"study_design_scores_gemma":[0.1879479,0.2651647,0.0776936,0.0003915582,0.00415569,0.001756623,0.0004590965,0.002200155,0.04476368,0.001725429,0.4135703,0.0001714235],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6980523,0.01280637,0.01433566,0.02786139,0.008239958,0.04962028,0.1170889,0.001395507,0.07059969],"genre_scores_gemma":[0.6160414,0.008388115,0.02938065,0.04741823,0.00334381,0.03089572,0.1588464,0.001592412,0.1040932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007329572,"threshold_uncertainty_score":0.03836709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0631362083773741,"score_gpt":0.4211153974966323,"score_spread":0.3579791891192582,"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."}}