{"id":"W2964377244","doi":"10.1002/hed.25885","title":"Postoperative infection predicts poor survival in locoregionally advanced oral cancer","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Ottawa; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Confidence interval; Propensity score matching; Hazard ratio; Proportional hazards model; Confounding; Surgery; Stage (stratigraphy); Retrospective cohort study; Cancer; Internal medicine; Survival analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004628082,0.0001566985,0.0001655064,0.0003925771,0.0002627767,0.0004473628,0.0001633662,0.0002846265,0.001606611],"category_scores_gemma":[0.001854776,0.0001205036,0.000268764,0.0004435079,0.0002800582,0.0002685891,0.0003045027,0.0004034029,0.0001475762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616373,"about_ca_system_score_gemma":0.0002812425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181779,"about_ca_topic_score_gemma":0.001892691,"domain_scores_codex":[0.9998096,0.00004911891,0.00002557517,0.00002086744,0.00004137162,0.00005345345],"domain_scores_gemma":[0.9984896,0.0003415211,0.000751706,0.00007975773,0.0001230517,0.0002143728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005169901,0.00001113257,0.9993819,0.000003519602,0.00001035392,0.00001969721,0.00001044804,0.00001236886,0.00006279436,0.000004391462,0.0000210289,0.0004105794],"study_design_scores_gemma":[0.000004966559,0.0001037957,0.9991208,0.000006825295,0.00002913516,0.0002801445,0.0001033119,0.0001191045,0.00007680991,0.0000220976,0.0001311608,0.000002030482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994159,0.0002706378,0.00003313093,0.00002808958,0.000004014411,0.00000201251,0.00005817688,8.473263e-7,0.00018725],"genre_scores_gemma":[0.9997864,0.0000740375,0.00001909442,0.000008529564,0.000005770351,0.000001484645,0.00006813309,3.660508e-7,0.00003624634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001606611,"threshold_uncertainty_score":0.00537467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797329871181625,"score_gpt":0.3310863015173291,"score_spread":0.3031130028055128,"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."}}