{"id":"W4386935133","doi":"10.3390/pharmacy11050151","title":"Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease","year":2023,"lang":"en","type":"review","venue":"Pharmacy","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Fatty liver; Medicine; Pharmacy; Health care; Scarcity; Disease; Health professionals; Identification (biology); Family medicine; Intensive care medicine; Pathology; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002508912,0.0004048447,0.001031678,0.0002602029,0.00005421146,0.00002527032,0.0003300107,0.00003200083,0.0002577271],"category_scores_gemma":[0.000005936619,0.0002524163,0.0007173812,0.0005759917,0.0000430665,0.00006474621,0.0001612603,0.0002445925,0.0004458964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165638,"about_ca_system_score_gemma":0.0001286212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004605609,"about_ca_topic_score_gemma":4.149499e-7,"domain_scores_codex":[0.998054,0.0001286861,0.0005540815,0.0004400369,0.000481077,0.0003421031],"domain_scores_gemma":[0.9988821,0.0001504893,0.0002146701,0.0004837415,0.00002772095,0.0002412771],"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":[0.00007406773,0.001417876,0.002110037,0.06906743,0.002010754,0.004584416,0.0003238979,7.748431e-7,4.410902e-7,0.00003961627,0.001448625,0.9189221],"study_design_scores_gemma":[0.00601192,0.00004972236,0.008854225,0.04444496,0.03186932,0.00004335623,0.0001272885,0.0001529038,0.0000259082,0.00004371712,0.9077876,0.0005890732],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008012375,0.9942513,0.000001546339,0.00005182374,0.0001596327,0.003055271,0.0001869387,0.00004409923,0.001448179],"genre_scores_gemma":[0.006609328,0.9906223,0.0000279315,0.0001555971,0.0002014746,0.00174256,0.0003520646,0.00006706685,0.0002216184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.918333,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150988260428717,"score_gpt":0.4490446891873862,"score_spread":0.2980564287586691,"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."}}