{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474653,0.0002079588,0.0002750682,0.0006848224,0.0005402314,0.0005320221,0.0004149297,0.0003571851,0.0009821919],"category_scores_gemma":[0.005877133,0.0002630815,0.0002485283,0.0010029,0.0005940303,0.0006492986,0.0006810118,0.0003847617,0.00009362655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008258295,"about_ca_system_score_gemma":0.001097446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02160365,"about_ca_topic_score_gemma":0.02701768,"domain_scores_codex":[0.9991867,0.0002755758,0.00009156782,0.0001405593,0.0001367363,0.0001688827],"domain_scores_gemma":[0.9974993,0.0005418478,0.001055451,0.0001124551,0.0002988178,0.0004921217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000181255,0.0001403894,0.9865921,0.00004265529,0.00002809431,0.000774803,0.003583384,0.00003524837,0.0006049495,0.00003401555,0.0001530651,0.007830085],"study_design_scores_gemma":[0.0000156207,0.0005366008,0.9926663,0.00002457171,0.00003369603,0.001146397,0.00464025,0.0001554972,0.0001693158,0.00002159625,0.0005759854,0.00001417871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993882,0.0001710538,0.00004836648,0.0001341475,0.000003309157,0.000007689449,0.00002848514,0.000002044189,0.000216666],"genre_scores_gemma":[0.9996164,0.0001455766,0.00006212881,0.00006616656,0.000005331588,0.000007069515,0.00002849297,0.000001454928,0.00006739402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160365,"threshold_uncertainty_score":0.04295582,"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."}}