{"id":"W3049715574","doi":"10.1016/j.brachy.2020.07.003","title":"#ThisIsBrachytherapy: Increasing awareness of brachytherapy","year":2020,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Varian Medical Systems; AstraZeneca","keywords":"Brachytherapy; Medicine; Social media; Geolocation; Influencer marketing; Radiation oncology; Family medicine; Medical education; World Wide Web; Surgery; Radiation therapy; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008744631,0.0003096322,0.0002045243,0.0006423986,0.001683822,0.001358532,0.0005221001,0.001232788,0.1789441],"category_scores_gemma":[0.00549445,0.000154933,0.0003643317,0.0003418693,0.0002499497,0.001329735,0.001668231,0.001329128,0.01950316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008509832,"about_ca_system_score_gemma":0.001757442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355667,"about_ca_topic_score_gemma":0.01196449,"domain_scores_codex":[0.9995543,0.0001325087,0.00002074688,0.00004443861,0.0001377722,0.0001101831],"domain_scores_gemma":[0.9945084,0.00192968,0.0004794236,0.0001628372,0.0006446494,0.00227494],"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":[0.0002096052,0.001970268,0.04088066,0.0005485751,0.00002301555,0.0003329156,0.002452012,0.00004970094,0.001506535,0.0007669555,0.3882139,0.5630459],"study_design_scores_gemma":[0.000187754,0.001421234,0.3013896,0.0009551434,0.0001351352,0.001071312,0.007681214,0.0005503113,0.003799952,0.001440436,0.6812839,0.00008408665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3043067,0.004263957,0.002955089,0.150907,0.008814387,0.000807382,0.004772211,0.003215142,0.5199582],"genre_scores_gemma":[0.5659704,0.006743803,0.008464171,0.02885619,0.005842451,0.0009724146,0.002696119,0.0006752397,0.3797791],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1789441,"threshold_uncertainty_score":0.5986276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155649485245035,"score_gpt":0.4145926886420842,"score_spread":0.2589432033970491,"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."}}