{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000500977,0.0003535447,0.0002567109,0.001783274,0.0002908128,0.0006096637,0.0002583286,0.0004563057,0.00311837],"category_scores_gemma":[0.001818853,0.0001267804,0.0002436465,0.001969463,0.0002420223,0.0002565004,0.0004449257,0.0003043166,0.0004904458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225088,"about_ca_system_score_gemma":0.0002119438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129244,"about_ca_topic_score_gemma":0.00106704,"domain_scores_codex":[0.9997085,0.0001020524,0.00002347883,0.00007792153,0.00005294706,0.00003514464],"domain_scores_gemma":[0.9992286,0.0001760143,0.0003488977,0.00005181566,0.0001100539,0.00008456985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002243006,0.0001602361,0.6999018,0.001445912,0.0009830116,0.0007123681,0.0006750781,0.0004098412,0.2211776,0.001758842,0.002978569,0.06755377],"study_design_scores_gemma":[0.000044258,0.0006692113,0.9223925,0.0001996792,0.000456822,0.002314676,0.0005202256,0.0002810541,0.04547081,0.00091059,0.02672389,0.00001632111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326229,0.04364113,0.003668799,0.00089657,0.0001753076,0.00007010494,0.009458583,0.0001171317,0.009349426],"genre_scores_gemma":[0.9844521,0.00496634,0.003545257,0.0003816332,0.00008531617,0.00006570396,0.004207589,0.00001977953,0.002276271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00311837,"threshold_uncertainty_score":0.01043195,"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."}}