{"id":"W3129306061","doi":"10.1016/j.oraloncology.2021.105195","title":"Relationship of depth of invasion to survival outcomes and patterns of recurrence for T3 oral tongue squamous cell carcinoma","year":2021,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Cancer; Internal medicine; Tongue; Radiation therapy; Oncology; Epidermoid carcinoma; Proportional hazards model; Pathology","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":[0.0008687137,0.0002015033,0.0002300345,0.0006383184,0.0003788145,0.0007066743,0.0003192648,0.0003806284,0.00249822],"category_scores_gemma":[0.002615097,0.0001958455,0.001133409,0.0009714363,0.0003668352,0.0005834097,0.0007035543,0.0005767387,0.0002134738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709552,"about_ca_system_score_gemma":0.0005991914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035075,"about_ca_topic_score_gemma":0.01912478,"domain_scores_codex":[0.9997178,0.00006776347,0.00003643727,0.00003322512,0.00004040422,0.0001043194],"domain_scores_gemma":[0.9986464,0.0004901143,0.0004145429,0.00009877556,0.0001244159,0.0002257856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831065,0.00003011796,0.9962876,0.00001295194,0.00009135222,0.00009277877,0.0002171688,0.00005932843,0.0002240777,0.00002026284,0.00005746525,0.002323728],"study_design_scores_gemma":[0.000007315561,0.0001804596,0.9985051,0.000006993343,0.0001077371,0.0001504865,0.000655908,0.0001104418,0.00008073725,0.00003837915,0.0001524072,0.000004116977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989942,0.0003085281,0.00002710133,0.00002894098,0.000003479367,0.000001984057,0.0001119336,0.000001127573,0.0005228579],"genre_scores_gemma":[0.9995043,0.000106666,0.00001476369,0.00001249514,0.000005337711,0.000001743663,0.0001072176,0.000001381373,0.0002460027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035075,"threshold_uncertainty_score":0.02058101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065032676316459,"score_gpt":0.377860512358453,"score_spread":0.2713572447268072,"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."}}