{"id":"W4367296183","doi":"10.14740/gr1599","title":"Is There a Difference in Adenoma Detection Rates According to Indication? An Experience in a Panamanian Colorectal Cancer Screening Program","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Adenoma; Internal medicine; Colorectal cancer; Logistic regression; Colorectal cancer screening; Observational study; Gastroenterology; Retrospective cohort study; Stage (stratigraphy); Population; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008106952,0.000142824,0.0002659317,0.001293072,0.0001557249,0.00005199615,0.0002048541,0.0001287742,0.00003971088],"category_scores_gemma":[0.0001823928,0.0001393865,0.00003979609,0.002115721,0.0001342109,0.0001244668,0.0001664686,0.0007264793,0.00002111172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959724,"about_ca_system_score_gemma":0.00008186936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087114,"about_ca_topic_score_gemma":0.02664211,"domain_scores_codex":[0.9975428,0.0003510732,0.000277349,0.000594015,0.0004043003,0.0008304897],"domain_scores_gemma":[0.9993125,0.00008303943,0.00004624658,0.0002175297,0.0001319698,0.0002087696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005747133,0.0001117791,0.8988911,0.00002050602,0.00001183129,0.00005469434,0.0037289,0.00003495307,0.01636509,6.627425e-7,0.000009157592,0.07502422],"study_design_scores_gemma":[0.001065197,0.005773444,0.9721394,0.0001523553,0.000003867414,0.00003790456,0.005122936,0.01030663,0.005291494,0.0000159025,0.00001987758,0.00007094014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971791,0.00004431187,0.0002040945,0.001207108,0.00007925816,0.001090452,0.000004626982,0.0001572192,0.00003384806],"genre_scores_gemma":[0.9965934,0.00003581601,0.0002047593,0.000137619,0.00009539667,0.002851415,0.000009191419,0.00002343991,0.00004900294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07495329,"threshold_uncertainty_score":0.9911191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208623696908598,"score_gpt":0.4515093053343815,"score_spread":0.3306469356435217,"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."}}