{"id":"W4407597507","doi":"10.1016/j.artd.2025.101625","title":"Understanding Hip Pain Through Social Media: An Initial Overview of an International Web-Based Survey","year":2025,"lang":"en","type":"article","venue":"Arthroplasty Today","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Social media; Hip pain; Web survey; Physical therapy; World Wide Web","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":[0.006609289,0.0003347033,0.0003552659,0.003319089,0.0005645601,0.00127629,0.0003640748,0.0005613987,0.001361802],"category_scores_gemma":[0.009210235,0.0003601079,0.000556914,0.004015654,0.0004016517,0.002158533,0.001500727,0.0007897218,0.0005821935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012265,"about_ca_system_score_gemma":0.001293811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131554,"about_ca_topic_score_gemma":0.01900032,"domain_scores_codex":[0.9968214,0.001434283,0.0005059066,0.0001825803,0.0006238234,0.0004320692],"domain_scores_gemma":[0.9940568,0.0016512,0.001169328,0.0002089507,0.002315267,0.0005983876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006549361,0.0002713855,0.9657238,0.0003875654,0.00002861193,0.0001572997,0.007849731,0.00003225656,0.0003010351,0.00006791553,0.001054652,0.02406035],"study_design_scores_gemma":[0.00000650482,0.0001777508,0.9869974,0.0002372405,0.0000206877,0.0002112684,0.008903513,0.0001095392,0.0001022407,0.00002280607,0.003199465,0.00001158411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793023,0.002201523,0.001050559,0.001178943,0.00004332353,0.00171252,0.006123328,0.00002634537,0.008361004],"genre_scores_gemma":[0.985656,0.004265367,0.002032967,0.0007488109,0.00008913919,0.001720836,0.004437656,0.00001965923,0.001029496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131554,"threshold_uncertainty_score":0.03495371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.364006808621189,"score_gpt":0.4550279226497962,"score_spread":0.09102111402860719,"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."}}