{"id":"W4221133500","doi":"10.1016/j.ijrobp.2021.12.140","title":"Health Insurance Literacy in Head and Neck Cancer Patients","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Discontinuation; Scale (ratio); Cancer; Health literacy; Family medicine; Health care; Internal medicine","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":[0.0005960822,0.000118509,0.0002851094,0.001115109,0.0004283848,0.001094524,0.0003398001,0.00113508,0.009825614],"category_scores_gemma":[0.008858569,0.00020619,0.0006314742,0.001164345,0.0004243169,0.0009841472,0.0009193977,0.001381517,0.0008082014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923759,"about_ca_system_score_gemma":0.0007035516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479166,"about_ca_topic_score_gemma":0.01256949,"domain_scores_codex":[0.9993456,0.0001287462,0.00007573665,0.00006118017,0.00009584397,0.0002927597],"domain_scores_gemma":[0.9954762,0.001484409,0.001859089,0.00008096651,0.0002662244,0.0008331775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004823733,0.00008719603,0.9980101,0.000009484498,0.00001279841,0.00005847263,0.0001654665,0.0000301184,0.00003472559,0.00006306008,0.0002689559,0.001211392],"study_design_scores_gemma":[0.000003080587,0.00004443325,0.9987288,0.00001485221,0.00001212966,0.000110859,0.0005834064,0.0001451161,0.00001596663,0.00008472431,0.0002525029,0.000004148464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947591,0.000404855,0.00002039526,0.001286234,0.00002282821,0.00001092064,0.000739764,0.000002368778,0.002753413],"genre_scores_gemma":[0.9989561,0.0001230682,0.00001061723,0.0002168681,0.00001940247,0.000005320333,0.0002780278,0.000001159541,0.0003893661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479166,"threshold_uncertainty_score":0.03286994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233879192054881,"score_gpt":0.3150240261492893,"score_spread":0.2926852342287405,"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."}}