{"id":"W4366822252","doi":"10.1097/prs.0000000000010589","title":"Parents’ Perceptions of Social Media Use by Pediatric Plastic Surgeons","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Social media; Pediatric surgery; Perception; Medicine; Pediatric Surgeon; Family medicine; Psychology; Surgery","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":[0.002977621,0.0002041151,0.0001819817,0.0006663015,0.0007767569,0.001236394,0.0002327285,0.0004724136,0.002949073],"category_scores_gemma":[0.01951308,0.0002237408,0.000281998,0.0004236046,0.0007074087,0.0008573286,0.0007940324,0.0006313641,0.0002095905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747613,"about_ca_system_score_gemma":0.0007684456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403022,"about_ca_topic_score_gemma":0.002812424,"domain_scores_codex":[0.9978765,0.001196213,0.0001720864,0.0001113911,0.0004635591,0.0001801377],"domain_scores_gemma":[0.9810811,0.009730659,0.006293471,0.0003058987,0.001425228,0.00116364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800888,0.00009953159,0.8577306,0.0001744907,0.0000476327,0.002099187,0.1087247,0.0001152021,0.001302737,0.0002395208,0.001388911,0.02789728],"study_design_scores_gemma":[0.00001385764,0.0005451107,0.6563545,0.0003813266,0.00007635731,0.004855478,0.3296539,0.0004915133,0.001049801,0.0002069861,0.006320315,0.00005095704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979819,0.0002553588,0.0001108402,0.0004689209,0.00001392363,0.000007117234,0.00003592337,0.000003370772,0.001122544],"genre_scores_gemma":[0.9992836,0.0003439326,0.00009417931,0.0001010642,0.000008394351,0.000009880026,0.00001688305,0.000001484556,0.0001406629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003403022,"threshold_uncertainty_score":0.01574737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08691712549976092,"score_gpt":0.3342385541888973,"score_spread":0.2473214286891364,"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."}}