{"id":"W3088707825","doi":"10.11575/prism/38245","title":"The association between 'compliance with colonoscopy surveillance' after primary treatment and healthcare utilization","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Compliance (psychology); Medicine; Primary care; Health care; Association (psychology); Intensive care medicine; Family medicine; Internal medicine; Colorectal cancer; Political science; Psychology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572362,0.0001205912,0.000190023,0.0007467712,0.0004778516,0.000851012,0.0007530187,0.0004674798,0.001244849],"category_scores_gemma":[0.01267059,0.0001774107,0.0004261116,0.001947515,0.0004457762,0.0002406952,0.0003692922,0.0008985894,0.0001032036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004045896,"about_ca_system_score_gemma":0.004373069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4971898,"about_ca_topic_score_gemma":0.5256298,"domain_scores_codex":[0.997849,0.0005023017,0.0002374697,0.0002241091,0.0008483519,0.0003387666],"domain_scores_gemma":[0.9862704,0.002529671,0.007755563,0.0004849803,0.001389981,0.001569516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003707986,0.00002651351,0.9985285,0.000005848216,0.0000335227,0.00001175746,0.00004129817,0.00004988341,0.00001721784,0.00001441153,0.0001505843,0.001083319],"study_design_scores_gemma":[0.000001349125,0.00001774309,0.9996985,0.000004064384,0.000006242831,0.00001937896,0.00004948946,0.0001320785,0.000007123971,0.000003769883,0.00005899711,0.000001383827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975628,0.0004491149,0.00007501191,0.0003822963,0.000009485637,0.00001425262,0.0005941414,0.000007733877,0.0009051586],"genre_scores_gemma":[0.9993881,0.00008798598,0.00005710323,0.00003808716,0.000006263413,0.000003186086,0.0002980766,0.000001289111,0.000119844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4971898,"threshold_uncertainty_score":0.9885917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06892423245831776,"score_gpt":0.358740068406484,"score_spread":0.2898158359481663,"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."}}