{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02340901,0.0003039217,0.001063714,0.009706698,0.0004866792,0.002240542,0.0006996862,0.0005372218,0.003298319],"category_scores_gemma":[0.1355085,0.0001970585,0.001849273,0.009761528,0.0004506104,0.001962149,0.001533429,0.0005618942,0.0004776223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151592,"about_ca_system_score_gemma":0.001846084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607134,"about_ca_topic_score_gemma":0.003069253,"domain_scores_codex":[0.975679,0.01125976,0.005521659,0.0009677237,0.006051562,0.0005201802],"domain_scores_gemma":[0.799442,0.1044775,0.05461269,0.006193163,0.03215667,0.003118058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008883247,0.0002507374,0.9040945,0.002639214,0.001072863,0.0001147254,0.001298092,0.0005314146,0.0002397462,0.0001800326,0.001961716,0.08672866],"study_design_scores_gemma":[0.0001058003,0.0009876861,0.9831921,0.001335284,0.0009513369,0.0004624071,0.002298687,0.002979706,0.001185037,0.0004769226,0.005953933,0.00007111016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640229,0.009547999,0.005666276,0.001342364,0.00009035331,0.001226615,0.0128127,0.0002056772,0.005085111],"genre_scores_gemma":[0.989007,0.001222743,0.003987809,0.0001858371,0.00006782794,0.0004256782,0.004690413,0.00003617373,0.0003765722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340901,"threshold_uncertainty_score":0.1238002,"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."}}