{"id":"W2952393008","doi":"10.2196/12855","title":"Readability and Quality of Online Information on Osteoarthritis: An Objective Analysis With Historic Comparison","year":2019,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Quality (philosophy); Osteoarthritis; Computer science; Information quality; Information retrieval; Medicine; Information system; Engineering; Alternative 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":[0.006386538,0.000287363,0.0006740351,0.0100786,0.0003574982,0.001337094,0.0004689208,0.0004527606,0.00300486],"category_scores_gemma":[0.02763136,0.0001910094,0.001537706,0.004897743,0.0006883781,0.001976937,0.001226044,0.0004120646,0.000445103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007903512,"about_ca_system_score_gemma":0.0003558251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689799,"about_ca_topic_score_gemma":0.002077735,"domain_scores_codex":[0.9948214,0.001293701,0.001216006,0.0005982051,0.001875569,0.000195095],"domain_scores_gemma":[0.9569843,0.02210347,0.01310661,0.001473695,0.00526389,0.001067952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302246,0.0002133662,0.9780157,0.0004825793,0.0007046034,0.0001345041,0.001213076,0.0001649126,0.0003743964,0.00009118811,0.0004150822,0.01688836],"study_design_scores_gemma":[0.0000352441,0.0008668659,0.9960288,0.00009336819,0.0002115745,0.0002679544,0.00102187,0.0004109549,0.0003119604,0.00008354367,0.0006487729,0.00001920392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945374,0.001400078,0.0006652943,0.0000366762,0.00001464158,0.0001334674,0.001371621,0.00002097742,0.001819831],"genre_scores_gemma":[0.9973466,0.0003535981,0.0005652799,0.00002500906,0.00002489047,0.0001259225,0.001124768,0.00001548672,0.0004183498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100786,"threshold_uncertainty_score":0.03377563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400203735465269,"score_gpt":0.5903964329451048,"score_spread":0.4503760593985779,"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."}}