{"id":"W4403727048","doi":"10.14309/01.ajg.0001031552.85429.e3","title":"S546 Impact of Insurance Affordability on Access to Colorectal Cancer Screening","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Cypress Health Region","funders":"","keywords":"Medicine; Colorectal cancer; Health insurance; Environmental health; Colorectal cancer screening; Actuarial science; Oncology; Cancer; Internal medicine; Health care; Economic growth; Colonoscopy","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":[0.001455298,0.0001189615,0.0001653771,0.0006525149,0.000298935,0.0005151775,0.0002422111,0.0002476615,0.01197563],"category_scores_gemma":[0.00918982,0.00008707565,0.0005480275,0.001027043,0.0003318103,0.0004234278,0.0008069329,0.0004284269,0.0004571355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148024,"about_ca_system_score_gemma":0.001168749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015663,"about_ca_topic_score_gemma":0.01454478,"domain_scores_codex":[0.9989784,0.0003344322,0.0001211698,0.00008213343,0.0002991816,0.0001848342],"domain_scores_gemma":[0.9921361,0.002733945,0.003662565,0.0001711887,0.0005082323,0.0007880321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000475974,0.00001929783,0.9950045,0.00003549879,0.00003619749,0.00006277382,0.00008492642,0.00004576799,0.00004964994,0.0000960036,0.0003899629,0.004127828],"study_design_scores_gemma":[0.000002904272,0.0000475916,0.9984276,0.00005380182,0.00002230784,0.0001534337,0.0001723105,0.0002085976,0.00002890549,0.0001095747,0.0007699993,0.000002995084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898796,0.001025589,0.0002357192,0.001443142,0.00003664119,0.0000219426,0.00265046,0.000009346457,0.004697425],"genre_scores_gemma":[0.9986701,0.0002149955,0.00009755422,0.00009309888,0.00002230921,0.000005871614,0.0006428403,0.000001625805,0.0002516896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197563,"threshold_uncertainty_score":0.04006255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317380552737124,"score_gpt":0.3572564121214483,"score_spread":0.334082606594077,"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."}}