{"id":"W2581861885","doi":"10.14740/jocmr2914w","title":"The Effectiveness of a Liver Disease Education Class for Providing Information to Patients and Their Families","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Family medicine; Test (biology); Liver disease; Scale (ratio); Hepatitis; Health education; Internal medicine; Pathology; Public health","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":[0.00440038,0.0003936343,0.0003615904,0.000924463,0.0009091183,0.0006244051,0.0008423521,0.0009477463,0.006224064],"category_scores_gemma":[0.01518862,0.0001804313,0.0005460089,0.0004039341,0.0003563304,0.0007140298,0.0008974754,0.0006391272,0.0004696113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006968742,"about_ca_system_score_gemma":0.001637194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485533,"about_ca_topic_score_gemma":0.003226989,"domain_scores_codex":[0.9975362,0.001402972,0.0001407189,0.000166183,0.0004732836,0.0002806798],"domain_scores_gemma":[0.9884052,0.005477984,0.001482474,0.0004331021,0.0005109896,0.003690122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008464436,0.04760538,0.2703988,0.001082078,0.0002856209,0.0005190958,0.002792296,0.000975195,0.003011338,0.0001765442,0.003658499,0.6610307],"study_design_scores_gemma":[0.002616147,0.04986723,0.9310107,0.0006021972,0.0004975768,0.0007932456,0.002201286,0.001941231,0.002284832,0.0001228505,0.007979863,0.00008293484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931172,0.0005452586,0.000429593,0.0008785864,0.00005430862,0.0003798367,0.00008147334,0.00005427191,0.004459382],"genre_scores_gemma":[0.9957963,0.0004171999,0.002243025,0.0002092383,0.0001253739,0.0003491214,0.0001093295,0.000005178313,0.0007452015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006224064,"threshold_uncertainty_score":0.02327174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4653525372528497,"score_gpt":0.6720690032877971,"score_spread":0.2067164660349474,"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."}}