{"id":"W2890165352","doi":"10.1177/0194599818798626","title":"Does Socioeconomic Status Affect Stage at Presentation for Larynx Cancer in Canada's Universal Health Care System?","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Ottawa","funders":"Canadian Institutes of Health Research; Fondation de la recherche en santé du Nouveau-Brunswick; University of New Brunswick","keywords":"Medicine; Residence; Socioeconomic status; Demography; Odds ratio; Logistic regression; Otorhinolaryngology; Cancer registry; Health care; Cancer; Gerontology; Pediatrics; Environmental health; Surgery; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006832239,0.0001811402,0.0002643878,0.0007708152,0.001445125,0.0009334668,0.0008379239,0.0003474029,0.002144053],"category_scores_gemma":[0.00478925,0.0001794941,0.0004889477,0.002150086,0.0005250315,0.0003135773,0.0008142832,0.0005276084,0.000132729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007782046,"about_ca_system_score_gemma":0.01300604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.953444,"about_ca_topic_score_gemma":0.9713575,"domain_scores_codex":[0.999139,0.00009140884,0.00005348392,0.0001139973,0.0002158578,0.0003862896],"domain_scores_gemma":[0.9979856,0.0001787861,0.0006291398,0.00005314362,0.0005328389,0.000620442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002091902,0.000007960016,0.9982762,0.000007706428,0.00001813047,0.00003963361,0.0001599193,0.00003223982,0.00003048579,0.00003393277,0.0003101826,0.001062697],"study_design_scores_gemma":[0.000001762405,0.000007481665,0.9991428,0.00001788733,0.000009021315,0.0000324397,0.0004514114,0.0001139772,0.000009252608,0.00001261576,0.0001987534,0.000002561408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949539,0.0004315519,0.00006396645,0.0007653406,0.00001537837,0.00002014724,0.001837892,0.000005947441,0.001905813],"genre_scores_gemma":[0.9992357,0.000114347,0.00003434836,0.00004282606,0.000003151888,0.000003119419,0.0004377055,0.000001416472,0.0001273818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.046556,"threshold_uncertainty_score":0.0936603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168167206250256,"score_gpt":0.3081590497007685,"score_spread":0.296477377638266,"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."}}