{"id":"W4245207689","doi":"10.3410/f.1161340.621842","title":"Faculty Opinions recommendation of Colonoscopic findings and tumor site do not predict bowel obstruction during medical treatment of stage IV colorectal cancer.","year":2009,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Colorectal cancer; Stage (stratigraphy); Medicine; General surgery; Bowel obstruction; Internal medicine; Large bowel obstruction; Oncology; Gastroenterology; Cancer; Radiology; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005598445,0.0005266045,0.001315859,0.0003585036,0.0002417376,0.00004685214,0.0004757784,0.0006179483,0.0007296361],"category_scores_gemma":[0.00394339,0.0003316736,0.0004738261,0.001091285,0.0005162593,0.0001863703,0.0001984681,0.0007720429,0.000008054891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760903,"about_ca_system_score_gemma":0.0008714061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003288597,"about_ca_topic_score_gemma":0.00002814141,"domain_scores_codex":[0.9955563,0.0002495169,0.001673341,0.0006376663,0.001538047,0.0003451312],"domain_scores_gemma":[0.9945825,0.0001771599,0.001233196,0.0006508974,0.002881758,0.0004744756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002280058,0.0007993249,0.0005102853,0.0111051,0.0001970988,0.000003514142,0.0002702403,1.197352e-7,0.00008123519,0.00004144145,0.9850508,0.001712831],"study_design_scores_gemma":[0.001762289,0.001277252,0.07532011,0.01933575,0.0004127805,0.0002427238,0.00003649459,0.00002038734,0.0005036996,0.00000367732,0.9008508,0.0002340031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003297715,0.00122388,0.000001811467,0.08225729,0.0005804421,0.00165375,0.9109346,0.00003233193,0.00001814364],"genre_scores_gemma":[0.0006009235,0.001547044,0.0003266549,0.001040074,0.0003622483,0.0002497631,0.9951771,0.00002248671,0.0006736366],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08424253,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520962715199095,"score_gpt":0.3518530181084565,"score_spread":0.3266433909564656,"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."}}