{"id":"W2112912180","doi":"10.1093/jnci/djn460","title":"Phase 3 Randomized Trial on Larynx Preservation Comparing Sequential vs Alternating Chemotherapy and Radiotherapy","year":2009,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"National Cancer Institute","keywords":"Laryngectomy; Larynx; Radiation therapy; Medicine; Chemotherapy; Randomized controlled trial; Induction chemotherapy; Cancer; Oncology; Surgery; Internal medicine","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":[0.0008184982,0.0001240359,0.0005617613,0.0001108773,0.0001607376,0.00003414242,0.0001203128,0.0000437134,0.00002496303],"category_scores_gemma":[0.0003056128,0.00007580361,0.0001975653,0.0001309536,0.00009772235,0.0002842819,0.00001078078,0.000268348,2.887322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326295,"about_ca_system_score_gemma":0.0003393206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003394713,"about_ca_topic_score_gemma":0.00001200592,"domain_scores_codex":[0.9984435,0.00007603494,0.0004946788,0.0001121095,0.0007541228,0.0001195291],"domain_scores_gemma":[0.9989828,0.00009519798,0.0004411617,0.0000644587,0.0003518997,0.00006450207],"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":[0.9731398,0.0004323348,0.0003134185,0.00002323171,0.0005100571,0.000006291287,0.0005940848,0.000964854,0.005190171,0.001306435,0.003643702,0.01387561],"study_design_scores_gemma":[0.9701153,0.001801465,0.001624502,0.0004298885,0.0001156262,0.00007014169,0.000006194222,0.003992773,0.003174463,0.0008796409,0.01768514,0.0001048472],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759925,0.001313081,0.0003289232,0.01856319,0.001773017,0.0005767919,0.000006005458,0.00001017201,0.001436301],"genre_scores_gemma":[0.9880044,0.001426252,0.0005691104,0.006207651,0.003577718,0.00001333443,0.000001930096,0.000008391022,0.000191162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404143,"threshold_uncertainty_score":0.3091182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09673170283128098,"score_gpt":0.4187228316456326,"score_spread":0.3219911288143516,"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."}}