{"id":"W2271136784","doi":"10.1002/hed.24374","title":"Clinical outcomes in patients with T4 laryngeal cancer treated with primary radiotherapy versus primary laryngectomy","year":2016,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Laryngectomy; Radiation therapy; Surgery; Primary treatment; Primary tumor; Head and neck cancer; Cancer; Larynx; Internal medicine; Metastasis","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":[0.0003493426,0.000132771,0.0003643644,0.0003900626,0.0003490459,0.0004945262,0.0001913297,0.0002868002,0.001520481],"category_scores_gemma":[0.001526121,0.00007733791,0.0004365116,0.0004630787,0.0002779493,0.0003462512,0.0003281429,0.0002604662,0.0002194117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428825,"about_ca_system_score_gemma":0.0004475987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079077,"about_ca_topic_score_gemma":0.003098523,"domain_scores_codex":[0.9998181,0.00003860181,0.00002253467,0.0000317794,0.00003373145,0.00005525074],"domain_scores_gemma":[0.9992958,0.0001267413,0.0003508461,0.00001711877,0.00005805462,0.0001514752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009277981,0.00003920542,0.9944382,0.00002129195,0.00005981061,0.0002295624,0.00006812131,0.0001144963,0.0002581243,0.00001179667,0.0001247732,0.003706773],"study_design_scores_gemma":[0.00005394128,0.001313071,0.9960001,0.00001715787,0.0001167159,0.0014088,0.0002704268,0.0001720988,0.0002218993,0.00005473162,0.0003641193,0.000006800746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990242,0.0004028309,0.00003208903,0.00003626565,0.000006006057,0.000005781739,0.0001238431,0.000001857528,0.0003672609],"genre_scores_gemma":[0.9994752,0.00009559657,0.00002878202,0.00002324703,0.00001436956,0.000007144775,0.0002729724,9.800517e-7,0.00008163975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002079077,"threshold_uncertainty_score":0.005086541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745349903392615,"score_gpt":0.3289463837237431,"score_spread":0.3014928846898169,"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."}}