{"id":"W1576936018","doi":"10.29173/eureka7784","title":"Inadequacies of Colonoscopy Procedure Reports in a Colorectal Cancer Screening Program","year":2010,"lang":"en","type":"article","venue":"Eureka","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Documentation; Colorectal cancer; Medicine; Colorectal cancer screening; Quality (philosophy); Medical physics; Cancer; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2029713,0.0003817375,0.0007170106,0.006606274,0.001462229,0.004013801,0.002995898,0.001253205,0.001616895],"category_scores_gemma":[0.6144478,0.0007883579,0.001002265,0.008110683,0.002333475,0.003676414,0.004227766,0.001900155,0.0004111052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007660178,"about_ca_system_score_gemma":0.01319715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726984,"about_ca_topic_score_gemma":0.01196019,"domain_scores_codex":[0.6644228,0.1831371,0.05822651,0.007708937,0.08201936,0.004485196],"domain_scores_gemma":[0.1801518,0.407697,0.2696721,0.03068285,0.1009963,0.01080008],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007888071,0.000340985,0.9431814,0.0005964154,0.0001511526,0.0002020363,0.004764927,0.0006634186,0.0004555262,0.0004257854,0.001492792,0.04693677],"study_design_scores_gemma":[0.00009283925,0.001834741,0.9801032,0.001461742,0.0002607493,0.0006707901,0.004778229,0.003451017,0.0018534,0.0004139833,0.00499085,0.00008862324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706694,0.003549027,0.006698981,0.01076949,0.0002613175,0.001112284,0.001693396,0.0003696399,0.004876346],"genre_scores_gemma":[0.9897419,0.0007640626,0.006973758,0.00117566,0.0001133207,0.0002337466,0.0006885655,0.00006081372,0.0002482702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7970287,"threshold_uncertainty_score":0.9828783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147180344088598,"score_gpt":0.3157699974413926,"score_spread":0.3010519630325327,"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."}}