{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338218,0.001255574,0.003348007,0.004176134,0.001439231,0.0041411,0.00214372,0.0120791,0.01061979],"category_scores_gemma":[0.009287812,0.0007742875,0.001489858,0.003638046,0.00347018,0.01502856,0.001937816,0.01095517,0.003647945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146448,"about_ca_system_score_gemma":0.002003668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265218,"about_ca_topic_score_gemma":0.006482196,"domain_scores_codex":[0.9988304,0.0003104703,0.0003068661,0.0001490076,0.000312056,0.00009119109],"domain_scores_gemma":[0.9866576,0.008204185,0.001615615,0.0004270955,0.002108454,0.0009871294],"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":[0.0005242829,0.0004565606,0.01859857,0.01420688,0.0005006695,0.009224631,0.0007521959,0.0002582895,0.0009090489,0.005323536,0.2508189,0.6984264],"study_design_scores_gemma":[0.0001967535,0.0004143198,0.03472525,0.03274544,0.0007551941,0.03823033,0.004354766,0.0005388591,0.0002612897,0.03256054,0.8549106,0.0003066616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009009429,0.8940295,0.0002244569,0.0975384,0.00596415,0.000009781284,0.00005004434,0.00003072104,0.001252031],"genre_scores_gemma":[0.00504455,0.8770751,0.0006965732,0.04573358,0.07056317,0.00002048157,0.000105431,0.00001755402,0.0007434958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0120791,"threshold_uncertainty_score":0.03552675,"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."}}