{"id":"W4293089416","doi":"10.5430/jst.v12n1p1","title":"Induction chemotherapy followed by concurrent chemoradiation versus concurrent chemoradiation alone for locally advanced laryngeal & nasopharyngeal cancers: A retrospective study","year":2022,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Larynx; Chemotherapy; Oncology; Head and neck cancer; Radiation therapy; Internal medicine; Cancer; Stage (stratigraphy); Chemoradiotherapy; Induction chemotherapy; Neoadjuvant therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007782005,0.0002359607,0.00065957,0.0005969987,0.0003850921,0.00046366,0.0002570094,0.0004473026,0.001720434],"category_scores_gemma":[0.001396158,0.0002997064,0.001029331,0.0009064974,0.0003591551,0.0004034791,0.0002697576,0.0005362304,0.0002789164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475904,"about_ca_system_score_gemma":0.00062249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107101,"about_ca_topic_score_gemma":0.001719637,"domain_scores_codex":[0.9993997,0.0001298661,0.0001200211,0.0001611531,0.0001131697,0.0000761812],"domain_scores_gemma":[0.9986091,0.0003403134,0.0006346591,0.00009596863,0.0001534057,0.0001665883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005019145,0.0008053207,0.98028,0.0005017824,0.0005286499,0.001310851,0.0002359258,0.0001065258,0.0007742256,0.00006065302,0.0002627446,0.01011419],"study_design_scores_gemma":[0.0004514461,0.01947206,0.963601,0.0002599334,0.001842057,0.007290903,0.001227041,0.0002886473,0.001003319,0.0001062218,0.004419441,0.00003800399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994892,0.003901466,0.0001883509,0.00002691741,0.00001912305,0.0001761924,0.0002514402,0.000002863536,0.0005416011],"genre_scores_gemma":[0.9975001,0.001337049,0.0002127766,0.00008473692,0.0000461364,0.0001296756,0.0003642237,0.000003785539,0.0003214922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720434,"threshold_uncertainty_score":0.005755424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789981769944953,"score_gpt":0.3344324349400112,"score_spread":0.3065326172405616,"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."}}