{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113636,0.0001684013,0.0004512875,0.00009525967,0.00004893113,0.000008400055,0.00003934418,0.00008007365,0.0003310087],"category_scores_gemma":[0.00004716374,0.0001397244,0.00006483264,0.000268345,0.00004484584,0.0001406888,0.00003545901,0.0002381952,0.0001552814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391337,"about_ca_system_score_gemma":0.0002684674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676947,"about_ca_topic_score_gemma":0.007616577,"domain_scores_codex":[0.9988421,0.00004289098,0.0002316926,0.0003131402,0.0002565922,0.000313598],"domain_scores_gemma":[0.9995087,0.00004112484,0.00004482314,0.0001626366,0.0001398283,0.0001028577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035964,0.0002150996,0.9701205,0.0001461827,0.00006628117,0.00004186049,0.0009465469,0.0001816682,0.00786559,0.0002723844,0.003169199,0.01593865],"study_design_scores_gemma":[0.00422777,0.0009825223,0.9410559,0.0005993282,0.00002052552,0.00001435327,0.00009859113,0.0003633857,0.0007739239,0.0000203927,0.05167963,0.0001636612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856297,0.0007017325,0.000007256462,0.004141011,0.0007709457,0.0006713867,0.00001477218,0.00006656626,0.007996567],"genre_scores_gemma":[0.9936437,0.0005751902,0.0001188121,0.001975555,0.0001491705,0.0001122606,0.00002055052,0.00002395048,0.003380832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04851043,"threshold_uncertainty_score":0.5697795,"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."}}