{"id":"W2049398534","doi":"10.1155/2012/184343","title":"Fecal Molecular Markers for Colorectal Cancer Screening","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research and Practice","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Fecal occult blood; Sigmoidoscopy; Colonoscopy; Epigenetics; Disease; Pathology; Internal medicine; Cancer; Bioinformatics; Genetics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008070505,0.0004236438,0.0006239857,0.002068115,0.0002040151,0.0006077538,0.0002657799,0.0005549539,0.002869373],"category_scores_gemma":[0.001864101,0.0001435291,0.0002616684,0.001035901,0.0002638756,0.0003615225,0.0002814471,0.0007830398,0.0008967509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433628,"about_ca_system_score_gemma":0.0004431963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005442942,"about_ca_topic_score_gemma":0.001185968,"domain_scores_codex":[0.9996056,0.0001817365,0.00002707722,0.00002831437,0.0001269778,0.00003030334],"domain_scores_gemma":[0.9994097,0.0002523622,0.000113187,0.0000249854,0.0001290606,0.00007074463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009312875,0.0004460275,0.04685802,0.001848644,0.0001769634,0.001814881,0.00008796239,0.0004893148,0.03471571,0.003612919,0.01298554,0.8960327],"study_design_scores_gemma":[0.0005195955,0.007502799,0.1847252,0.002602131,0.001348325,0.02764478,0.000434097,0.004743697,0.09459389,0.0109402,0.6647382,0.0002070619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08060788,0.8342516,0.04150662,0.01165172,0.001950792,0.0004412509,0.0009744997,0.0006202508,0.02799528],"genre_scores_gemma":[0.5072667,0.3593784,0.1105933,0.003644802,0.002335784,0.0005456137,0.001246771,0.00006760765,0.01492092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002869373,"threshold_uncertainty_score":0.00959897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486743528393357,"score_gpt":0.4233718599630577,"score_spread":0.274697507123722,"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."}}