{"id":"W2918113261","doi":"10.14309/ajg.0000000000000148","title":"Participation and Ease of Use in Colorectal Cancer Screening: A Comparison of 2 Fecal Immunochemical Tests","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"ZonMw","keywords":"Medicine; Colorectal cancer; Confidence interval; Gold standard (test); Cohort; Internal medicine; Colorectal cancer screening; Randomized controlled trial; Incidence (geometry); Cohort study; Gastroenterology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002349895,0.00007753936,0.0005951402,0.0001297501,0.00001012914,0.000003081906,0.00006678935,0.00002340552,0.00001369434],"category_scores_gemma":[0.000108052,0.0000548782,0.00007458982,0.0001506652,0.0003195043,0.00005105316,0.00003401571,0.0002534579,2.104434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003621021,"about_ca_system_score_gemma":0.0000376599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003935295,"about_ca_topic_score_gemma":0.0001916128,"domain_scores_codex":[0.9990017,0.0001510991,0.0004571922,0.0000846757,0.0001547237,0.0001506368],"domain_scores_gemma":[0.9988592,0.0001662686,0.000697215,0.00008533194,0.0001299489,0.00006203117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08993933,0.0001136318,0.8391796,0.00001239476,0.00007184347,0.000003035089,0.0003596688,0.0002240604,0.06660551,8.001902e-7,0.00001313759,0.00347704],"study_design_scores_gemma":[0.001861432,0.03487724,0.9498648,0.0001211673,0.00008897776,0.0001387067,0.0003593645,0.00139716,0.01125422,0.000004171871,0.000006272444,0.00002650158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990627,0.0001255002,0.000259595,0.0003753943,0.00006096072,0.0001046198,0.000003429666,0.000002848816,0.000004954916],"genre_scores_gemma":[0.9993387,0.000022933,0.0005036428,0.00008707312,0.0000336446,0.000003562634,8.904749e-7,0.000006773461,0.000002792799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106852,"threshold_uncertainty_score":0.2237868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420501279144521,"score_gpt":0.3287274720626155,"score_spread":0.3045224592711703,"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."}}