{"id":"W3128224180","doi":"10.26443/mjm.v11i1.454","title":"Hepatic Fibrosis: Novel Strategies in Detection and Therapy","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatic fibrosis; Fibrosis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002903751,0.0005824102,0.0006131425,0.0005911875,0.0009026784,0.001899033,0.0007903339,0.002030444,0.04552319],"category_scores_gemma":[0.004739951,0.0001674171,0.0004039946,0.0004481943,0.001224688,0.00196812,0.001319518,0.001375825,0.01313335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009275277,"about_ca_system_score_gemma":0.002962723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421631,"about_ca_topic_score_gemma":0.006012899,"domain_scores_codex":[0.99891,0.0003588886,0.00008944951,0.0001337051,0.000338697,0.000169376],"domain_scores_gemma":[0.9961898,0.000959303,0.0005836061,0.0004927593,0.001078865,0.0006956525],"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":[0.0009755848,0.0001766917,0.002902247,0.001154529,0.00004686109,0.0006636007,0.00006090821,0.0001710815,0.009174531,0.01330708,0.2074169,0.76395],"study_design_scores_gemma":[0.0002553388,0.0006515917,0.009056305,0.002073623,0.00007593366,0.003608624,0.0001710178,0.0006508899,0.004345517,0.01056234,0.9684983,0.00005041734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0142307,0.3579535,0.01676523,0.2363384,0.03511203,0.0002512427,0.0007005673,0.0006600769,0.3379881],"genre_scores_gemma":[0.2159205,0.4378537,0.02024236,0.06699719,0.0646694,0.0005447736,0.0008419735,0.000338001,0.1925921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04552319,"threshold_uncertainty_score":0.1522903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429526442981203,"score_gpt":0.2896077331196194,"score_spread":0.2466550888214991,"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."}}