{"id":"W3126802117","doi":"10.1016/j.oraloncology.2020.105162","title":"Young age is not a predictor of disease specific survival in oral cancer: A multi-institutional study","year":2021,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Internal medicine; Confounding; Cohort; Incidence (geometry); Disease; Cancer; Cohort study; Proportional hazards model; Retrospective cohort study","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":[0.001428079,0.0003515148,0.0006392404,0.001027384,0.001126827,0.001257173,0.0005838829,0.0006582309,0.002378327],"category_scores_gemma":[0.004045437,0.0004758296,0.001138432,0.001966676,0.0006434823,0.001279639,0.001036292,0.0007877887,0.0002762295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005403285,"about_ca_system_score_gemma":0.0009685483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009252832,"about_ca_topic_score_gemma":0.01535183,"domain_scores_codex":[0.9990126,0.0003456683,0.0001173144,0.0001473578,0.0001137002,0.0002633604],"domain_scores_gemma":[0.9954463,0.001147748,0.001726126,0.0004304883,0.00039956,0.0008498541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522531,0.00004703204,0.9989937,0.000005899722,0.00006281447,0.00006390035,0.0001230529,0.00001158911,0.00008463524,0.00001168795,0.00003549884,0.0004078992],"study_design_scores_gemma":[0.000009887028,0.0002269575,0.9983166,0.000007832061,0.0001004903,0.0001778984,0.0008917912,0.00005305423,0.00005012005,0.00002079997,0.0001392735,0.000005190914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992676,0.0002719499,0.00003095542,0.00003169933,0.000007290567,0.000004988624,0.0000884808,8.678606e-7,0.0002961147],"genre_scores_gemma":[0.9996405,0.0001043311,0.0000174247,0.0000225595,0.00001076616,0.00000364401,0.00008182546,0.000001199246,0.0001178529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009252832,"threshold_uncertainty_score":0.01839799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035350439833476,"score_gpt":0.3874593083432495,"score_spread":0.2839242643599019,"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."}}