{"id":"W3033914564","doi":"10.7759/cureus.8468","title":"Hashtag Global Surgery: The Role of Social Media in Advancing the Field of Global Surgery","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malay; Medicine; Social media; Portuguese; Health care; Variety (cybernetics); Public relations; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.00257335,0.0004645833,0.0001603696,0.002650484,0.001009731,0.003931551,0.0002962213,0.0006242944,0.007102707],"category_scores_gemma":[0.01050287,0.0001577178,0.0002986054,0.002945213,0.0008401405,0.004628354,0.001952194,0.0008382046,0.001490296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008367495,"about_ca_system_score_gemma":0.001102533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227145,"about_ca_topic_score_gemma":0.005419824,"domain_scores_codex":[0.9987541,0.0005157336,0.00007929418,0.000131876,0.0003673519,0.0001516142],"domain_scores_gemma":[0.9887116,0.005931463,0.002555555,0.00036525,0.001455112,0.0009809714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004774265,0.0001233378,0.3526584,0.002989824,0.000115312,0.0009311715,0.02501339,0.0005731933,0.00675042,0.01129382,0.05530578,0.543768],"study_design_scores_gemma":[0.00003528509,0.0004768209,0.5094751,0.003001142,0.0002208866,0.00174547,0.05719219,0.005534064,0.005635574,0.01295204,0.4034912,0.0002401083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925488,0.01932721,0.01088686,0.05047092,0.003269397,0.0005401455,0.008304868,0.0008251996,0.1138267],"genre_scores_gemma":[0.9691309,0.008604802,0.007080439,0.00340428,0.001911718,0.0001381849,0.001359413,0.0001379739,0.008232282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007102707,"threshold_uncertainty_score":0.02376091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06867371397194595,"score_gpt":0.3868431055275503,"score_spread":0.3181693915556044,"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."}}