{"id":"W3210196061","doi":"10.2196/25783","title":"Assessing the Quality of Online Health Information About Breast Cancer from Chinese Language Websites: Quality Assessment Survey","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Checklist; Medicine; Quality (philosophy); Cancer; Psychology; 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":[0.01425438,0.0002268703,0.0007613936,0.005351565,0.000813593,0.001635472,0.0006239188,0.0005988051,0.001539002],"category_scores_gemma":[0.03920176,0.0002869049,0.0009362119,0.005183343,0.0006655929,0.001796291,0.001502065,0.0005434373,0.000241413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753752,"about_ca_system_score_gemma":0.002462469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007556236,"about_ca_topic_score_gemma":0.009660901,"domain_scores_codex":[0.9923994,0.001713283,0.001892144,0.0004789805,0.003088472,0.0004278404],"domain_scores_gemma":[0.9592755,0.01306019,0.01266338,0.001299183,0.01144092,0.002260784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009014051,0.0001664625,0.9758114,0.0005488645,0.0001097537,0.00009780398,0.002773881,0.00008162341,0.0002539105,0.00006048672,0.0008753829,0.01913043],"study_design_scores_gemma":[0.00002075493,0.0001820199,0.9930155,0.00016208,0.00009446077,0.0001415857,0.003806766,0.0007940218,0.000299694,0.00006985969,0.001382595,0.00003059098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956608,0.0005135457,0.0003893209,0.0003209027,0.00001125342,0.0003491989,0.001090877,0.00001947892,0.001644485],"genre_scores_gemma":[0.9961973,0.0004692927,0.001316271,0.000170819,0.00001666687,0.0002853566,0.001247572,0.000007740783,0.0002890432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425438,"threshold_uncertainty_score":0.07538527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320079592609243,"score_gpt":0.6100697559852621,"score_spread":0.4780617967243379,"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."}}