{"id":"W4415937866","doi":"10.2196/71971","title":"Investigating the Association of Subjective Numeracy, Interpersonal Communication, and Perceived Discrimination With Watching Health-Related Videos on Social Media Platforms: Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Social media; Interpersonal communication; Health communication; Interpersonal relationship; Public health","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":[0.003585643,0.0003313693,0.0004382523,0.001277649,0.0007987973,0.001078045,0.0006380603,0.0007891058,0.00184086],"category_scores_gemma":[0.008346092,0.0005549539,0.0009582315,0.001449908,0.0005159409,0.001266933,0.001140016,0.001220066,0.0003339171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029499,"about_ca_system_score_gemma":0.0005260718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006922623,"about_ca_topic_score_gemma":0.008836494,"domain_scores_codex":[0.9984612,0.0005390541,0.0002653275,0.0002949809,0.0002776379,0.0001617697],"domain_scores_gemma":[0.991478,0.002364046,0.003685721,0.0005432788,0.001109082,0.0008198365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003254841,0.000114955,0.998619,0.00002522677,0.00008347648,0.00001272913,0.0002985131,0.00001741171,0.00004070302,0.00001581663,0.00009910629,0.0006403966],"study_design_scores_gemma":[0.000005774229,0.0001473303,0.99819,0.00002230244,0.00005582467,0.00006662688,0.001007184,0.000220149,0.00004142149,0.00002585042,0.0002111834,0.000006312063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977579,0.0002211204,0.0002207121,0.00006531415,0.00001032841,0.0000966833,0.001029195,0.000003871162,0.0005948013],"genre_scores_gemma":[0.9976909,0.000156787,0.0004944233,0.00008673702,0.00001424874,0.0002073433,0.001101903,0.000003665222,0.0002439046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006922623,"threshold_uncertainty_score":0.01896286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321909410987553,"score_gpt":0.491686232168576,"score_spread":0.3594952910698208,"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."}}