{"id":"W2156161107","doi":"10.1136/gut.2010.218305","title":"Colorectal cancer screening with odour material by canine scent detection","year":2011,"lang":"en","type":"article","venue":"Gut","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fukuoka Dental College","keywords":"Medicine; Colonoscopy; Colorectal cancer; Cancer; Internal medicine; Cancer detection; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007989217,0.0004715154,0.0004495116,0.001082523,0.0002121204,0.0004041614,0.0002112928,0.0004665667,0.001193706],"category_scores_gemma":[0.001366197,0.0002453133,0.0003923542,0.0005930264,0.0004235293,0.0004215652,0.0004749439,0.000231461,0.0003769195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562438,"about_ca_system_score_gemma":0.0001753556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008905593,"about_ca_topic_score_gemma":0.001109133,"domain_scores_codex":[0.9994496,0.0002062078,0.00002352203,0.00009436534,0.0001647345,0.00006158944],"domain_scores_gemma":[0.9994004,0.0001526239,0.0002211419,0.00003920398,0.0001196162,0.00006709911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002999255,0.000390988,0.8159097,0.0002632028,0.0001506364,0.0007947597,0.0002053283,0.0002528495,0.145544,0.00005431471,0.0003061153,0.03312885],"study_design_scores_gemma":[0.0001286224,0.01043496,0.9334127,0.00007584524,0.0003251778,0.008136335,0.0003445509,0.003164015,0.04113859,0.0001068861,0.002684705,0.00004763687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959573,0.001548939,0.001406832,0.00006075091,0.00001933013,0.00004045617,0.00008244059,0.00003817095,0.0008456408],"genre_scores_gemma":[0.9959992,0.0004972677,0.003023282,0.00005973125,0.00002509596,0.00001079341,0.0001220067,0.000003452185,0.0002592393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193706,"threshold_uncertainty_score":0.004225194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558047246803696,"score_gpt":0.1904915292364282,"score_spread":0.1749110567683912,"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."}}