{"id":"W4399385369","doi":"10.1177/01455613241253146","title":"Socioeconomic Status, Length of Stay, and Postoperative Complications in Oral Cavity Squamous Cell Carcinoma","year":2024,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Socioeconomic status; Quartile; Population; Pathological; Surgery; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001905287,0.0001081861,0.0003089281,0.000106594,0.0001101598,0.00002988936,0.00004056588,0.00004263408,0.00014482],"category_scores_gemma":[0.00001423639,0.00008787758,0.00005929069,0.00007117396,0.0001269853,0.0001327705,0.00003741554,0.0004052778,0.00002502027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942158,"about_ca_system_score_gemma":0.0003210179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003970604,"about_ca_topic_score_gemma":0.0003458132,"domain_scores_codex":[0.9992032,0.00005424517,0.0002676698,0.0001588435,0.0001003418,0.0002156706],"domain_scores_gemma":[0.9995836,0.00008218647,0.00004809637,0.00009565942,0.00006655441,0.0001238888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003231712,0.0005827777,0.8786001,0.0003697955,0.0001817895,0.0004422333,0.04812367,0.00002319346,0.02140618,0.0008971701,0.01714345,0.03190644],"study_design_scores_gemma":[0.001936796,0.00079022,0.9805765,0.000103776,0.00007334645,0.0002864909,0.003249576,0.0003296721,0.001976708,0.0001948994,0.01033796,0.000144084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855516,0.008494285,0.00002753035,0.00317715,0.0001357259,0.0001501185,0.00004647513,0.00001211562,0.00240502],"genre_scores_gemma":[0.9981986,0.0007529865,0.0004802528,0.0002397209,0.00007587718,0.000004014709,0.000004448958,0.0000146824,0.0002293878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019763,"threshold_uncertainty_score":0.3583544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651587168485864,"score_gpt":0.3146714051561965,"score_spread":0.2881555334713379,"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."}}