{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005158503,0.000143023,0.0001793865,0.0006898755,0.0006780225,0.0005893077,0.0003805736,0.0002224043,0.001986925],"category_scores_gemma":[0.002784921,0.0001003019,0.0004032502,0.001269733,0.0003004751,0.0002687825,0.0005524805,0.000428443,0.0001041959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912495,"about_ca_system_score_gemma":0.001715464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1093214,"about_ca_topic_score_gemma":0.1791662,"domain_scores_codex":[0.9996146,0.0000514064,0.00005917342,0.00003559982,0.0001330137,0.0001061493],"domain_scores_gemma":[0.9983131,0.0002047417,0.0007327936,0.00003666554,0.0002770918,0.0004356688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002133467,0.000007213584,0.9994162,0.000005727034,0.00001264709,0.00001652614,0.00001932863,0.00001031176,0.00000959019,0.00000355664,0.00006595262,0.000411486],"study_design_scores_gemma":[0.000001477034,0.00001475808,0.9996773,0.000006229377,0.000008665055,0.00003391011,0.0001109459,0.00005341046,0.000006127888,0.000007460375,0.00007854304,0.000001100151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983433,0.0004639438,0.00001813072,0.0001142321,0.000007651799,0.000008989202,0.0005107662,0.000001220953,0.0005317248],"genre_scores_gemma":[0.9994191,0.0001226841,0.00001802663,0.00001932321,0.000004702257,0.000005845031,0.0003444557,4.988516e-7,0.00006554586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093214,"threshold_uncertainty_score":0.2173702,"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."}}