{"id":"W2040216256","doi":"10.1136/gut.2008.170530","title":"Isotretinoin and intestinal inflammation: what gastroenterologists need to know","year":2009,"lang":"en","type":"review","venue":"Gut","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Isotretinoin; Medicine; Inflammation; Internal medicine; Dermatology; Acne","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":[0.00009282611,0.0002953599,0.0009741878,0.0001272075,0.00005183381,0.000070847,0.0000598944,0.0001447161,0.00004070298],"category_scores_gemma":[0.00006020063,0.0001853882,0.0001612561,0.0001146889,0.00003120455,0.00008116806,0.00005405467,0.0001896123,0.0001843276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005683356,"about_ca_system_score_gemma":0.00005728674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007839964,"about_ca_topic_score_gemma":0.000005248895,"domain_scores_codex":[0.9990295,0.00005134265,0.0002832735,0.0002819941,0.0001140146,0.0002398894],"domain_scores_gemma":[0.9993824,0.0000478637,0.0001087532,0.0002274382,0.00003552549,0.0001979934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002796938,0.00003182716,0.0001030029,0.002488495,0.00005802582,0.0001552419,0.00003997704,9.628722e-8,9.86274e-7,0.000008589817,0.005237091,0.9918487],"study_design_scores_gemma":[0.0004219735,0.001026289,0.000282038,0.02451093,0.0006813194,0.0007006988,0.00002077882,0.000002330878,0.000001131839,0.000006189552,0.9722275,0.000118874],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003956874,0.9969091,0.00003534093,0.00120198,0.0001296021,0.0007995287,0.000004140848,0.0000475615,0.0004770597],"genre_scores_gemma":[0.00005521193,0.9967703,0.0006839326,0.0003829275,0.0004342222,0.00004737965,0.0001655518,0.00001955394,0.001440944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917298,"threshold_uncertainty_score":0.7559911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741502797029221,"score_gpt":0.3310092122243156,"score_spread":0.3035941842540234,"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."}}