{"id":"W1504385753","doi":"10.1002/cncr.27382","title":"Phase 2 results from Radiation Therapy Oncology Group Study 0537","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McMaster University; Juravinski Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Quality of life (healthcare); Head and neck cancer; Radiation therapy; Randomized controlled trial; Chemotherapy; Internal medicine; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009978497,0.00006527747,0.0001318446,0.00003283963,0.00005222544,0.000004355527,0.00002414225,0.00004979674,0.0009664723],"category_scores_gemma":[0.00002949733,0.00004849169,0.00003225097,0.00008816158,0.00001525421,0.0000695979,0.000005767949,0.00007560515,0.00004678382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005842719,"about_ca_system_score_gemma":0.00005099559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009991685,"about_ca_topic_score_gemma":0.00007591089,"domain_scores_codex":[0.9994972,0.00003328461,0.0001291061,0.0001209589,0.0000818918,0.0001375187],"domain_scores_gemma":[0.9996173,0.00006174677,0.00004294367,0.0001583762,0.00002328073,0.00009639651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005019958,0.008588891,0.3601379,0.00000289515,0.00024979,0.000009682438,0.007910399,0.000002908222,0.001604769,0.0000613273,0.09025353,0.526158],"study_design_scores_gemma":[0.03511573,0.002161584,0.3825972,0.000006767631,0.0001087182,0.000001994612,0.001630906,0.00005150389,0.0001271626,0.00004382159,0.5780559,0.00009865457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835105,0.006243861,0.00008835914,0.0008646314,0.001198425,0.000360037,0.00006618274,0.00004203846,0.007625971],"genre_scores_gemma":[0.9956234,0.0008201491,0.00003793293,0.001328462,0.00145953,0.00008937573,0.0001574019,0.000009716345,0.0004739944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260593,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06602897100577505,"score_gpt":0.3913453796240903,"score_spread":0.3253164086183153,"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."}}