{"id":"W4391390029","doi":"10.22541/au.170668838.89282496/v1","title":"The Effect of Insurance Status on Treatment Modality in Advanced Oral Cavity Cancer","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Ottawa; University of Alberta","funders":"","keywords":"Medicine; Medicaid; Population; Odds ratio; Odds; Retrospective cohort study; Epidemiology; Cohort; Cancer; Internal medicine; Health care; Logistic regression; Environmental health","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":[0.001505184,0.0001812398,0.0002387938,0.0006470846,0.0002775476,0.0005634358,0.0003765778,0.0004482306,0.002345567],"category_scores_gemma":[0.007367607,0.0001325108,0.0009440126,0.0009454006,0.0002773426,0.0004325534,0.0005058918,0.0005235887,0.0001392035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571136,"about_ca_system_score_gemma":0.0004207819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061052,"about_ca_topic_score_gemma":0.009213649,"domain_scores_codex":[0.9989485,0.0003894452,0.00009203902,0.0001399656,0.0002468091,0.000183222],"domain_scores_gemma":[0.9957983,0.001283927,0.002311766,0.0001200911,0.0001725824,0.0003133646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001448452,0.00001681398,0.9982515,0.00001254143,0.0000915261,0.00002882849,0.00001750879,0.00004353474,0.00005155512,0.00001621241,0.00005510391,0.001269933],"study_design_scores_gemma":[0.000006908228,0.00008091429,0.9992125,0.00001909188,0.0000866483,0.0001247186,0.00005542213,0.0002285876,0.00002883269,0.00002396191,0.0001302923,0.000002114358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973381,0.001434907,0.00007368124,0.0001818883,0.00001319666,0.000007903534,0.0004000633,0.000001855759,0.0005482982],"genre_scores_gemma":[0.9995124,0.0001972573,0.00003382479,0.00002211699,0.00001595072,0.000003104063,0.0001442183,8.410501e-7,0.00007033077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006061052,"threshold_uncertainty_score":0.01205152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601330275975201,"score_gpt":0.3819806270862254,"score_spread":0.3559673243264734,"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."}}