{"id":"W2109449378","doi":"10.1136/gut.47.3.457c","title":"Gastroenterology and Hepatology","year":2000,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatology; Medicine; Audience measurement; Gastroenterology; Alimentary tract; Internal medicine; Pediatric gastroenterology; Quarter (Canadian coin); Family medicine; General surgery; History; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007193191,0.001726962,0.00174969,0.002429604,0.0004804919,0.002734317,0.0007673582,0.001121619,0.1223131],"category_scores_gemma":[0.002553571,0.0005857194,0.0005879704,0.002486411,0.000655561,0.001630286,0.001779179,0.003107345,0.1291694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000848455,"about_ca_system_score_gemma":0.00168827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609152,"about_ca_topic_score_gemma":0.003871087,"domain_scores_codex":[0.9993922,0.0001091225,0.00005253428,0.0001165787,0.0002750031,0.0000546082],"domain_scores_gemma":[0.9990618,0.0001673078,0.0001123072,0.00008450639,0.0003333453,0.0002408304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003876151,0.00002312998,0.0002867132,0.000637479,0.00001919064,0.0001468288,0.00008031764,0.0001331651,0.0005404219,0.002365246,0.7775245,0.2182042],"study_design_scores_gemma":[0.000005808918,0.00001930065,0.000610492,0.0003745596,0.000004799371,0.0007336931,0.00003494073,0.00002844628,0.00003711312,0.001255641,0.9968901,0.000005066532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007480142,0.7115247,0.003006364,0.01037239,0.03651917,0.0001363984,0.001387177,0.001185263,0.2351206],"genre_scores_gemma":[0.006664336,0.4511404,0.007197727,0.01004316,0.02008196,0.0002088562,0.002066897,0.0005276722,0.502069],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8776869,"threshold_uncertainty_score":0.4091781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006489260283673272,"score_gpt":0.2343344920914519,"score_spread":0.2278452318077787,"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."}}