{"id":"W1889363944","doi":"10.1155/2008/901250","title":"Incidental Colorectal Computed Tomography Abnormalities: Would You Send every Patient for a Colonoscopy?","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Computed tomography; Medicine; Radiology; Colorectal cancer; Internal medicine; 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":[0.0001575325,0.0001621031,0.0004455147,0.0006223929,0.0001948887,0.00001416029,0.0001057995,0.0001728708,0.00006383233],"category_scores_gemma":[0.00007518467,0.0001589715,0.000286582,0.0001696207,0.0002439336,0.0001043308,0.00001345136,0.0004667018,0.000002034545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427821,"about_ca_system_score_gemma":0.0007273769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001870375,"about_ca_topic_score_gemma":0.01347685,"domain_scores_codex":[0.998633,0.00006832265,0.0004819476,0.0001656235,0.000160254,0.0004908696],"domain_scores_gemma":[0.9985111,0.00004470953,0.000279262,0.000103958,0.0003388097,0.0007221796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08428236,0.0001238209,0.8935217,0.00006354447,0.0005243529,0.00191802,0.002464507,0.0001273045,0.0005400319,0.00001257778,0.01539996,0.001021781],"study_design_scores_gemma":[0.01058118,0.2287393,0.659071,0.0002415932,0.0003197617,0.0679111,0.001339221,0.0005982234,0.002387697,0.00006115509,0.02844379,0.0003060115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962115,0.0002700963,0.001197009,0.0005896888,0.001197673,0.000297293,0.00008103172,0.00001538232,0.0001403131],"genre_scores_gemma":[0.9968627,0.000009204879,0.001252025,0.001454086,0.0003247057,0.00001627048,0.00002254819,0.00002009365,0.00003837088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2344507,"threshold_uncertainty_score":0.7520399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421025734215003,"score_gpt":0.2288627895292434,"score_spread":0.2146525321870933,"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."}}