{"id":"W3114842483","doi":"10.1097/mcg.0000000000001477","title":"Quality Analysis of Online Patient Resources for Hepatocellular Carcinoma","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; University of Alberta","funders":"","keywords":"Hepatocellular carcinoma; Quality (philosophy); MEDLINE; Health care; Patient care; Health professionals","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":[],"consensus_categories":[],"category_scores_codex":[0.005805438,0.0001172647,0.001529311,0.0001844422,0.0001044781,0.000003697638,0.0003194694,0.0002174342,0.0002913767],"category_scores_gemma":[0.005915042,0.0000852765,0.0008180447,0.0002857215,0.0001143011,0.0002114387,0.0001003439,0.0009145795,0.000004112945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003067465,"about_ca_system_score_gemma":0.0002279947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002803147,"about_ca_topic_score_gemma":0.00003169611,"domain_scores_codex":[0.9877472,0.002416899,0.009017274,0.0001758888,0.0002961043,0.0003466192],"domain_scores_gemma":[0.9892118,0.002255274,0.006664112,0.0002395749,0.001174661,0.0004545669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005611387,0.0002836752,0.9866623,0.0002658806,0.0003511511,0.000001841552,0.002430608,0.00006030349,0.00001259919,0.0000299618,0.001431575,0.002858767],"study_design_scores_gemma":[0.002432106,0.003361999,0.9513209,0.00003111497,0.0003047206,8.119711e-7,0.001118198,0.01492093,0.000003210154,0.00006438322,0.0263994,0.00004225419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760258,0.00004177882,0.01640802,0.006363933,0.0005326797,0.0003376273,0.0002280359,0.00000804934,0.00005408804],"genre_scores_gemma":[0.9683539,0.00002282607,0.00584229,0.02525306,0.0004758896,0.000006285274,0.00002993629,0.000006861615,0.000008955422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03534138,"threshold_uncertainty_score":0.7081285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1996567184496545,"score_gpt":0.5268534343156234,"score_spread":0.3271967158659689,"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."}}