{"id":"W4310960421","doi":"10.1001/jamaoto.2022.3996","title":"Association of Primary Tumor Volume With Survival in Patients With T3 Glottic Cancer Treated With Radiotherapy","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa; McGill University; Sunnybrook Health Science Centre; Jewish General Hospital; University of Toronto; Western University; London Health Sciences Centre; Health Sciences Centre; University Health Network; Ottawa Hospital; University of Calgary; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Primary tumor; Cancer; Retrospective cohort study; Proportional hazards model; Laryngectomy; Oncology; Internal medicine; Stage (stratigraphy); Multivariate analysis; Chemotherapy; Surgery; Larynx; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003713336,0.0001215842,0.0002288293,0.0003162713,0.0003654541,0.0003900156,0.0004016908,0.000245263,0.001067366],"category_scores_gemma":[0.001878027,0.00009648375,0.0004032285,0.0006135523,0.00028748,0.000238398,0.0002749114,0.0003654457,0.00007308069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128922,"about_ca_system_score_gemma":0.001264521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05252616,"about_ca_topic_score_gemma":0.09923418,"domain_scores_codex":[0.9997227,0.00004216946,0.00001986134,0.0000705334,0.00007421502,0.00007042033],"domain_scores_gemma":[0.998943,0.0001649282,0.0004754885,0.00006358672,0.0001678729,0.0001850826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000161,0.000007280953,0.9988726,0.000004696464,0.00002153074,0.0000304958,0.00002893685,0.0000382363,0.0001291695,0.000004824446,0.00005913051,0.000702948],"study_design_scores_gemma":[0.000003781257,0.00005017429,0.9994494,0.000003557362,0.00001737067,0.0001224401,0.00007615818,0.0001144663,0.00005909333,0.000009868971,0.00009166722,0.00000202862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991682,0.0002487895,0.00004741661,0.00003903246,0.000002795635,0.000004601825,0.0002799386,0.000002606919,0.0002068171],"genre_scores_gemma":[0.999688,0.00003959583,0.00002141464,0.000009122026,0.000003110363,0.000002947232,0.000195769,8.771366e-7,0.00003916757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05252616,"threshold_uncertainty_score":0.1044409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075118307058275,"score_gpt":0.234833377559868,"score_spread":0.2240821944892852,"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."}}