{"id":"W1974864561","doi":"10.1007/s00335-009-9212-7","title":"Biomarkers of human gastrointestinal tract regions","year":2009,"lang":"en","type":"article","venue":"Mammalian Genome","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Human genetics; Biology; Gastrointestinal tract; Computational biology; Evolutionary biology; Bioinformatics; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.000159448,0.0001928448,0.000385006,0.0002115594,0.00008811559,0.00000640774,0.0001285329,0.00006159792,0.0001279054],"category_scores_gemma":[0.00006086712,0.0001781202,0.0001390402,0.0002330197,0.0001989782,0.00004768006,0.00002817016,0.0002317833,0.00005673584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006839894,"about_ca_system_score_gemma":0.00003127801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001955227,"about_ca_topic_score_gemma":0.000006745986,"domain_scores_codex":[0.9986841,0.0000435742,0.0004042999,0.0002760777,0.0001688826,0.0004230817],"domain_scores_gemma":[0.9991678,0.00001696344,0.0001390335,0.0003731644,0.0001223051,0.0001807542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004602988,0.0008583447,0.6500123,0.00007287914,0.0002741713,0.0008714755,0.000691692,0.000004177738,0.3420452,0.0003378438,0.002839482,0.001532156],"study_design_scores_gemma":[0.001264968,0.002840531,0.992235,0.00009554462,0.0001437403,0.001111146,0.0001513707,0.000003214209,0.0005116396,0.0001078771,0.001433833,0.0001011061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874394,0.0001070598,0.000183436,0.006182929,0.00004726526,0.0002499075,0.00001470312,0.00008741767,0.005687862],"genre_scores_gemma":[0.99607,0.00000703778,0.001867148,0.0006497414,0.0001121228,0.000005388619,0.00003714805,0.00001802161,0.001233419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422228,"threshold_uncertainty_score":0.7263533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536271636628505,"score_gpt":0.274129694515429,"score_spread":0.248766978149144,"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."}}