{"id":"W4397039300","doi":"10.7759/cureus.60536","title":"A Cross-Sectional Analysis of the Readability of Online Information Regarding Hip Osteoarthritis","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Readability; Osteoarthritis; Cross-sectional study; Physical therapy; Medicine; Medical physics; Computer science; Alternative medicine; Pathology","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":[0.002444237,0.0001993965,0.000435231,0.001816589,0.0003021061,0.0006715991,0.0002436302,0.0005238034,0.003094372],"category_scores_gemma":[0.008859699,0.0003169451,0.0007391164,0.001397027,0.0002296832,0.0008588838,0.0004842202,0.0005250091,0.0004559525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884334,"about_ca_system_score_gemma":0.000267848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830062,"about_ca_topic_score_gemma":0.002704789,"domain_scores_codex":[0.9984559,0.0003894997,0.0003172265,0.0003003667,0.0003811261,0.0001559778],"domain_scores_gemma":[0.992374,0.002834449,0.002764702,0.0003485048,0.001173222,0.0005051269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009162506,0.0001049835,0.9979271,0.00003653363,0.0000875261,0.00003692566,0.0002589102,0.00001390795,0.00007071659,0.000009365813,0.00008402762,0.001278527],"study_design_scores_gemma":[0.000003710091,0.0001648238,0.9992637,0.000009286633,0.00002658046,0.00008178962,0.0002725861,0.0000576223,0.00002208125,0.000005962458,0.00008924734,0.000002663409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984273,0.0002224801,0.0000796544,0.00002186595,0.000005154273,0.00004087276,0.0006400121,0.000002971701,0.0005597695],"genre_scores_gemma":[0.9990036,0.0001010207,0.0001237842,0.0000311321,0.000009554267,0.00004694163,0.00046133,0.000001808963,0.0002208589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003094372,"threshold_uncertainty_score":0.01292652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424627374296283,"score_gpt":0.4518294351398313,"score_spread":0.3975831613968685,"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."}}