{"id":"W2024325578","doi":"10.1177/0194599813496044a167","title":"Survival Outcomes of Early Stage Oral Cavity Squamous Cell Carcinoma: A Multi‐institutional Analysis","year":2013,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Radiation therapy; Proportional hazards model; Subgroup analysis; Survival analysis; Population; Adverse effect; Surgery; Cancer; Internal medicine; Oncology; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008067349,0.0002432976,0.0002678528,0.001170395,0.000387173,0.0004538387,0.0003190186,0.0002048756,0.0009828068],"category_scores_gemma":[0.00122573,0.0001381116,0.0005464413,0.001182493,0.0001960972,0.0002834131,0.0005393691,0.0002582094,0.000104622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008150006,"about_ca_system_score_gemma":0.000553957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218948,"about_ca_topic_score_gemma":0.02096603,"domain_scores_codex":[0.9996734,0.00007194815,0.00003463394,0.00005858477,0.00008528603,0.00007616523],"domain_scores_gemma":[0.9989913,0.0002215279,0.0004253712,0.0000596104,0.0001366478,0.0001655477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001745702,0.00002368095,0.9981634,0.000008303376,0.0001088554,0.00005333385,0.00003045149,0.0001303675,0.00009968456,0.000006999976,0.00008869402,0.001111728],"study_design_scores_gemma":[0.00001268107,0.00007655854,0.9990844,0.000005584855,0.00008102605,0.0001565328,0.0001111937,0.0002758936,0.00006180048,0.00001367946,0.0001167992,0.000003732819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999445,0.0001186095,0.00003631893,0.00001249105,0.00000102177,0.000005708789,0.0002830655,0.000001577395,0.00009604291],"genre_scores_gemma":[0.9993574,0.00005266453,0.00003200538,0.000005367183,0.000002945352,0.000004201889,0.0005037132,0.000001028306,0.00004061581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218948,"threshold_uncertainty_score":0.02423704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049486638413106,"score_gpt":0.2963978505771603,"score_spread":0.2659029841930292,"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."}}