{"id":"W4407266508","doi":"10.1016/j.jham.2025.100221","title":"Information, communication, and education (ICE) and the eye of social media in peripheral nerve surgery","year":2025,"lang":"en","type":"editorial","venue":"Journal of Hand and Microsurgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Medicine; Peripheral nerve; Social media; Peripheral; Optometry; Anatomy; Internal medicine; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005122533,0.0001286911,0.0006087623,0.000355252,0.0005437097,0.0002111203,0.0001517802,0.0004168588,0.000009937567],"category_scores_gemma":[0.01450665,0.0001036525,0.00009113598,0.0003002057,0.001144543,0.0005238242,0.00004647114,0.0005424457,1.426162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250894,"about_ca_system_score_gemma":0.004783461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404459,"about_ca_topic_score_gemma":0.001003859,"domain_scores_codex":[0.997595,0.0007070124,0.0010362,0.00007574829,0.0004091394,0.0001769062],"domain_scores_gemma":[0.9818717,0.01555127,0.001419766,0.00009377887,0.0009742039,0.00008925423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002001502,0.0000578457,0.01191127,0.0004224607,0.0000362818,3.229034e-7,0.1549579,8.034445e-8,0.00000661349,0.0008418403,0.7920015,0.03956366],"study_design_scores_gemma":[0.0006450485,0.000007864648,0.02276985,0.0007078449,0.00007195129,0.000001750739,0.02282276,3.989395e-7,0.000006977173,0.001644496,0.9511924,0.0001286093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.4067414,0.02591157,0.000003607181,0.008406669,0.5579741,0.0005180364,0.0000443548,0.000005692781,0.000394555],"genre_scores_gemma":[0.2897699,0.1541666,0.0002320998,0.0005011574,0.5544127,0.0001876117,0.0002439711,0.00003543666,0.0004504785],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1591909,"threshold_uncertainty_score":0.9937946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890336326003647,"score_gpt":0.3304866757436664,"score_spread":0.3115833124836299,"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."}}