{"id":"W4327811456","doi":"10.1136/bmj.p499","title":"TikTok surgery reignites worries over doctors and social media","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Psychology; Medicine; Internet privacy; Political science; Law; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001956617,0.0005180356,0.0002572227,0.0013996,0.007634179,0.006152117,0.0007680034,0.009534389,0.01692377],"category_scores_gemma":[0.01402289,0.0004150989,0.0004426856,0.001086743,0.005089916,0.00594722,0.003296686,0.01291459,0.003561143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646587,"about_ca_system_score_gemma":0.002905008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848126,"about_ca_topic_score_gemma":0.04019799,"domain_scores_codex":[0.9972731,0.0008266899,0.0001923339,0.0001878765,0.000976987,0.0005429434],"domain_scores_gemma":[0.9823321,0.0100427,0.001966266,0.0005044654,0.001771668,0.003382784],"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":[0.0001193162,0.0001297119,0.02750788,0.00102905,0.00005420225,0.03867868,0.04744621,0.00009717171,0.001658208,0.0120749,0.7788365,0.0923681],"study_design_scores_gemma":[0.00001792325,0.0001753241,0.01487069,0.001778899,0.00004151413,0.04554867,0.1184614,0.0002445134,0.0008632167,0.004241353,0.8136086,0.0001478097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03374166,0.009096934,0.0004738764,0.891133,0.01634538,0.00001982214,0.0001711578,0.0001403083,0.04887783],"genre_scores_gemma":[0.4619043,0.03101156,0.001092996,0.4082841,0.0335394,0.00004406794,0.0002324625,0.0003064887,0.0635846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9923658,"threshold_uncertainty_score":0.05661571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2136690308364523,"score_gpt":0.4411361989650364,"score_spread":0.2274671681285841,"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."}}