{"id":"W2222558280","doi":"10.5353/th_b5091651","title":"Quality evaluation of geriatric health information on Yahoo! Answers : a cross-cultural comparative study","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Psychology; Health information; Data science; Computer science; Sociology; Health care; Political science; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02394142,0.0001987455,0.0008023297,0.005181335,0.001141913,0.002305376,0.0005661714,0.0005431859,0.001831228],"category_scores_gemma":[0.06215522,0.000281489,0.000968576,0.007012871,0.001407417,0.002809575,0.001901491,0.0005088038,0.0002194331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002790051,"about_ca_system_score_gemma":0.00190215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276033,"about_ca_topic_score_gemma":0.01704601,"domain_scores_codex":[0.9828546,0.009216375,0.002687959,0.0006724936,0.003741558,0.000826988],"domain_scores_gemma":[0.9238138,0.04115485,0.01809723,0.002053183,0.01322367,0.001657303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003672481,0.0003461365,0.8931109,0.001217046,0.0002715872,0.0002730374,0.07084315,0.00006818998,0.0002602437,0.0002369079,0.0007550383,0.03225056],"study_design_scores_gemma":[0.00002795363,0.0005709062,0.912985,0.0005280588,0.0001216931,0.0002486974,0.08253057,0.0003062215,0.0002499283,0.00008034626,0.002307508,0.00004312084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977726,0.0005812478,0.0001154203,0.0001768291,0.000007735815,0.00009016418,0.0002480249,0.000002284745,0.001005501],"genre_scores_gemma":[0.9984018,0.0005329882,0.0003059707,0.0001170156,0.00001370753,0.0001289162,0.0002648875,0.00000414068,0.0002306396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394142,"threshold_uncertainty_score":0.1266159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2144243760911569,"score_gpt":0.6162798314826009,"score_spread":0.401855455391444,"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."}}