{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003726207,0.0009076267,0.001308127,0.0003632668,0.0005275976,0.0007076171,0.0006754369,0.001165602,0.01699053],"category_scores_gemma":[0.002197392,0.0003900189,0.001142497,0.0003693536,0.0004607179,0.0005332754,0.000390145,0.002056369,0.002606229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682329,"about_ca_system_score_gemma":0.0024852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005796269,"about_ca_topic_score_gemma":0.001655119,"domain_scores_codex":[0.9989183,0.0006877223,0.00005319856,0.0001190073,0.0001186745,0.0001030543],"domain_scores_gemma":[0.9989554,0.0002221332,0.0001728265,0.0001576636,0.0001236303,0.0003683788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6952422,0.05450319,0.01191312,0.001376861,0.001986344,0.0003156622,0.000272512,0.001966988,0.01755842,0.001152185,0.04141999,0.1722924],"study_design_scores_gemma":[0.7406477,0.2193129,0.01097125,0.0001227689,0.0006082644,0.000332336,0.0000480108,0.0007089,0.002363404,0.0006490267,0.02421146,0.00002398457],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011673,0.007546586,0.005364859,0.002927335,0.0007702547,0.04358782,0.02006336,0.0004612684,0.01811123],"genre_scores_gemma":[0.8427327,0.004682669,0.02027289,0.008238951,0.0005127242,0.07763974,0.02684118,0.0002102663,0.01886885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01699053,"threshold_uncertainty_score":0.05683905,"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."}}