{"id":"W1841467325","doi":"10.14740/gr675w","title":"Gnotobiotic Human Colon<i>Ex Vivo</i>","year":2015,"lang":"he","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mannitol; Ex vivo; Anaerobic exercise; In vivo; Saline; Medicine; Bacteria; Anaerobic bacteria; Biofilm; Microbiology; Iodine; Colony-forming unit; Pathology; Andrology; Chemistry; Biology; Internal medicine; Physiology; Biochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003427526,0.000502989,0.001092604,0.0006475537,0.000362026,0.00009272755,0.0007236503,0.0004962633,0.003459515],"category_scores_gemma":[0.0007106135,0.000459854,0.0002721791,0.0007953208,0.001815719,0.0001243669,0.001023013,0.002099792,0.006139496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769003,"about_ca_system_score_gemma":0.0006836234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446323,"about_ca_topic_score_gemma":0.0008617413,"domain_scores_codex":[0.9909874,0.002357758,0.0007506747,0.001201375,0.001812905,0.002889916],"domain_scores_gemma":[0.9953643,0.0004041669,0.0001395885,0.001136251,0.001094902,0.001860762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009425367,0.001812523,0.8786924,0.0001487655,0.0006256356,0.002819814,0.000782248,0.000007015575,0.002538251,0.0001518248,0.1025377,0.0004585398],"study_design_scores_gemma":[0.05588104,0.08340996,0.7396142,0.000992497,0.0008463859,0.002118068,0.002716763,0.0004565483,0.003784762,0.001436479,0.1079187,0.0008245863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614961,0.001239567,0.00001050947,0.00502875,0.001193969,0.001755426,0.00007733353,0.0001000754,0.02909824],"genre_scores_gemma":[0.9815443,0.0001277187,0.0000950499,0.0009011647,0.001041982,0.0001766351,0.00005968531,0.00009355305,0.0159599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1390781,"threshold_uncertainty_score":0.9997853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2758591676689624,"score_gpt":0.4702673570468144,"score_spread":0.194408189377852,"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."}}