{"id":"W2793074980","doi":"10.15386/cjmed-993","title":"NON-ALCOHOLIC FATTY LIVER DISEASE: AN UPDATE ON DIAGNOSIS","year":2018,"lang":"en","type":"review","venue":"Medicine and Pharmacy Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Petro-Canada","funders":"","keywords":"Fatty liver; Alcoholic liver disease; Disease; Medicine; Gastroenterology; Internal medicine; Cirrhosis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003882804,0.0008576273,0.002338038,0.0003528624,0.0001753806,0.00003560623,0.0001218145,0.0001295843,0.002057478],"category_scores_gemma":[0.0001097169,0.0005302004,0.0005107996,0.0002975274,0.0002789944,0.0001312296,0.00009756212,0.0003799003,0.0001752786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129014,"about_ca_system_score_gemma":0.0004082586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437029,"about_ca_topic_score_gemma":0.000004369828,"domain_scores_codex":[0.9964171,0.0001234108,0.001034648,0.001253796,0.0006919011,0.0004791594],"domain_scores_gemma":[0.9962381,0.0001654437,0.0006038321,0.001121631,0.0001488118,0.00172215],"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":[0.00009851304,0.001382438,0.02585264,0.01499211,0.001092358,0.02778113,0.0001321286,3.528283e-8,9.168798e-8,0.00001085191,0.09303199,0.8356257],"study_design_scores_gemma":[0.001283564,0.0005720073,0.004471127,0.02591753,0.01587534,0.0008614019,0.000005146719,0.000006945244,0.000005856676,0.00002018178,0.9505352,0.000445684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002303085,0.9924966,8.79792e-7,0.0006118992,0.0007851016,0.002333963,0.00009413305,0.0000999863,0.001274402],"genre_scores_gemma":[0.002661046,0.9881439,0.00001888441,0.002701366,0.002981251,0.001152118,0.001896852,0.0001195041,0.0003250741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8575032,"threshold_uncertainty_score":0.999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321112171179393,"score_gpt":0.4304519866528059,"score_spread":0.2983407695348665,"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."}}