{"id":"W4249501326","doi":"10.1097/prs.0000000000002814","title":"#PlasticSurgery","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Business","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":[0.0007552188,0.0004283585,0.0002274884,0.001325897,0.0008619908,0.001626745,0.0004092396,0.0007934622,0.2338023],"category_scores_gemma":[0.006896722,0.0001679976,0.0003553741,0.001423322,0.0004643168,0.001727591,0.001725731,0.0007452736,0.1153323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006403148,"about_ca_system_score_gemma":0.001047294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161062,"about_ca_topic_score_gemma":0.00208676,"domain_scores_codex":[0.9987994,0.0002773009,0.0001392962,0.0001810704,0.0004507081,0.0001522142],"domain_scores_gemma":[0.9948537,0.001581632,0.001532133,0.0003262963,0.0007995195,0.00090676],"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":[0.0003440021,0.0001323778,0.049419,0.002005941,0.00004653596,0.0005233344,0.001030799,0.0001173013,0.002287366,0.003704045,0.3843794,0.5560099],"study_design_scores_gemma":[0.00003176804,0.0002082251,0.05867039,0.001147314,0.00002960169,0.002126516,0.001165109,0.0001808524,0.001200424,0.001869378,0.9333336,0.00003679874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1385582,0.01826686,0.005649657,0.03647817,0.009914389,0.0006983255,0.03974615,0.003008558,0.7476798],"genre_scores_gemma":[0.493712,0.02880037,0.0137449,0.02388272,0.009362557,0.001039967,0.02821494,0.001555367,0.3996872],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2338023,"threshold_uncertainty_score":0.7821465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274346770447873,"score_gpt":0.3338906968891686,"score_spread":0.2511472291846899,"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."}}