{"id":"W1574471143","doi":"10.1002/cncr.28500","title":"Risk factors for clinician‐reported symptom clusters in patients with advanced head and neck cancer in a phase 3 randomized clinical trial: RTOG 0129","year":2013,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Head and neck; Head and neck cancer; Cancer; Clinical trial; Oncology; Randomized controlled trial; Internal medicine; 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":[0.003828306,0.0009259723,0.002213725,0.0001978479,0.0004365193,0.0008118037,0.0007576979,0.001414586,0.004809193],"category_scores_gemma":[0.003592457,0.0004721286,0.002068199,0.0003285075,0.0006268731,0.0006476368,0.0003843115,0.002333545,0.0005017517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000603167,"about_ca_system_score_gemma":0.002443059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008209794,"about_ca_topic_score_gemma":0.001682795,"domain_scores_codex":[0.9983259,0.00124807,0.00007849395,0.0001666434,0.00008026271,0.0001006588],"domain_scores_gemma":[0.9974703,0.0008970341,0.0007222694,0.0001886826,0.0001370085,0.0005847679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9735024,0.006997198,0.006597038,0.0004042322,0.001066212,0.00003801253,0.00006666357,0.0004482793,0.0009504819,0.00007308041,0.001033756,0.00882262],"study_design_scores_gemma":[0.9228012,0.0644345,0.01048752,0.00003524875,0.0006212263,0.00003777393,0.00002138919,0.0008821197,0.0001423458,0.0001556381,0.0003669503,0.00001411857],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932117,0.001475213,0.000304347,0.0005814412,0.000145629,0.002951785,0.0005820121,0.00004512237,0.0007027392],"genre_scores_gemma":[0.9899648,0.0006129417,0.001251848,0.0007571102,0.0001880424,0.005741397,0.000695955,0.00001237223,0.0007756051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004809193,"threshold_uncertainty_score":0.02024627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05101152124736974,"score_gpt":0.4185190296242502,"score_spread":0.3675075083768805,"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."}}