{"id":"W2064893615","doi":"10.1002/cncr.25093","title":"Association of local capacity for endoscopy with individual use of colorectal cancer screening and stage at diagnosis","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Sigmoidoscopy; Colonoscopy; Epidemiology; Psychological intervention; Colorectal cancer; Socioeconomic status; Gerontology; Health equity; Ethnic group; Cancer screening; Stage (stratigraphy); Odds ratio; Odds; Demography; Cancer; Logistic regression; Public health; Environmental health; Internal medicine; Population; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602947,0.0001074042,0.000282347,0.00006885475,0.00006215743,0.000009306017,0.00003174524,0.0001256039,0.0001214619],"category_scores_gemma":[0.0001246008,0.00009110344,0.00005337035,0.0001466149,0.0001257918,0.00009980419,0.00002674991,0.000176527,1.138851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766718,"about_ca_system_score_gemma":0.0001197057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004321231,"about_ca_topic_score_gemma":0.0195301,"domain_scores_codex":[0.9991823,0.00001761872,0.000176918,0.0001952722,0.000258269,0.0001695854],"domain_scores_gemma":[0.9990603,0.0002614936,0.0002555635,0.00008682194,0.0002533999,0.00008241698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005404907,0.00003855796,0.9345001,0.0001771103,0.0002737825,6.953697e-7,0.0004275044,0.0001537081,0.03005908,0.00001317778,0.0007321943,0.02821916],"study_design_scores_gemma":[0.002689302,0.001567122,0.4808941,0.0001799144,0.0003541164,0.000003511739,0.00007329407,0.0008127474,0.50673,0.000003127032,0.006571808,0.0001209213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962398,0.0002185725,0.002157796,0.0001835852,0.0002039685,0.0004155189,0.0005312753,0.00002293708,0.00002648782],"genre_scores_gemma":[0.9945179,0.0001028067,0.004517318,0.00006493149,0.0001067281,0.0003931035,0.00001396809,0.00001796964,0.0002652252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4766709,"threshold_uncertainty_score":0.9983609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03973469579308505,"score_gpt":0.2916459884731618,"score_spread":0.2519112926800767,"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."}}