{"id":"W1997068059","doi":"10.1002/lt.21517","title":"An Unusual Cause of Lower Gastrointestinal Bleeding","year":2008,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lower gastrointestinal bleeding; Colonoscopy; Gastrointestinal bleeding; Surgery; Internal medicine; Gastroenterology; Colorectal cancer","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":[0.00005358466,0.0001192058,0.0001718095,0.00009359566,0.00006044469,0.000004674261,0.00004007047,0.00002306695,0.0000651626],"category_scores_gemma":[0.000009923703,0.0001051264,0.00006570703,0.0001027316,0.00006925064,0.0001333248,0.000002348112,0.00008469979,0.00001960938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003016772,"about_ca_system_score_gemma":0.0000415376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134275,"about_ca_topic_score_gemma":0.00001016232,"domain_scores_codex":[0.9992207,0.00001634066,0.0002013044,0.0001811567,0.0002166421,0.0001638052],"domain_scores_gemma":[0.9995455,0.00005676028,0.00006454661,0.0001061788,0.0001093621,0.0001176309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118154,0.001147925,0.9351104,0.0002658586,0.00005766245,0.005815847,0.0009880001,0.0001072377,0.05464824,0.0003118485,0.00007569416,0.0003531063],"study_design_scores_gemma":[0.001747575,0.003750703,0.9471365,0.0005619686,0.0003874575,0.01800406,0.00007554848,0.0005453809,0.02768339,0.000009394105,0.000005025838,0.00009304217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965871,0.0000315727,0.002381095,0.00005823377,0.00004623288,0.0001578929,0.00002162699,0.00005433209,0.0006619345],"genre_scores_gemma":[0.9868431,0.0001865893,0.01269476,0.00004234911,0.00007202707,0.000008557218,0.00009520412,0.00001407804,0.00004330356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02696485,"threshold_uncertainty_score":0.428693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03352620967914847,"score_gpt":0.2764823306102839,"score_spread":0.2429561209311354,"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."}}