{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007445778,0.0003087058,0.001929459,0.0001507113,0.00006456201,0.00001724742,0.00006810369,0.0001698275,0.0001282656],"category_scores_gemma":[0.001258297,0.0002065682,0.0001932982,0.0002679119,0.000241253,0.0001699854,0.00003460967,0.0003603107,0.000001957418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439411,"about_ca_system_score_gemma":0.0003563299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000709,"about_ca_topic_score_gemma":0.003772356,"domain_scores_codex":[0.9971426,0.000207513,0.00132809,0.0006005495,0.0002390537,0.0004821625],"domain_scores_gemma":[0.99769,0.00109135,0.0004860843,0.0002738739,0.0002248634,0.0002338868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3515152,0.0005243108,0.5939279,0.00006485361,0.0002586555,0.000002947054,0.0006230096,0.00002033499,0.000002917982,0.000001045858,0.0005670083,0.0524918],"study_design_scores_gemma":[0.6646889,0.001732855,0.3306355,0.0005841518,0.0002388013,1.634314e-7,0.0001382584,0.0005614865,0.00001128452,0.00001606265,0.001188342,0.0002041704],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989224,0.001892818,0.0000363175,0.0006280483,0.0009663636,0.007009936,0.00009297557,0.00003856775,0.0001109322],"genre_scores_gemma":[0.9910147,0.004088788,0.0002079036,0.0008103467,0.0002172999,0.003391668,0.00002962234,0.00004945105,0.0001901916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131737,"threshold_uncertainty_score":0.8423608,"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."}}