{"id":"W2990705314","doi":"10.7759/cureus.6232","title":"Effect of Media on Facial Plastic Surgery in Saudi Arabia","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Plastic surgery; Intervention (counseling); Social media; Family medicine; Surgery; General surgery; Nursing","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":[0.0004030975,0.0001661728,0.0001127724,0.0006218211,0.0004250902,0.0007069979,0.0001269429,0.0001777333,0.003860531],"category_scores_gemma":[0.002572,0.00007708066,0.0002091484,0.0003345971,0.0001776602,0.0002309383,0.0003271929,0.0002176747,0.0001920093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795529,"about_ca_system_score_gemma":0.0003682107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005496816,"about_ca_topic_score_gemma":0.007417359,"domain_scores_codex":[0.9996325,0.0001448069,0.00003073927,0.00002747165,0.00010471,0.00005977725],"domain_scores_gemma":[0.9974547,0.000715411,0.001293255,0.00004279729,0.0002531195,0.0002406874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891984,0.0003858038,0.9611443,0.0001637077,0.00008155397,0.0003009269,0.002045476,0.00003074533,0.001085217,0.00006690634,0.0003551919,0.033951],"study_design_scores_gemma":[0.000009345232,0.000290457,0.991874,0.00006917715,0.00004745113,0.0004023151,0.005939642,0.00007103348,0.0002580768,0.00001651385,0.001016145,0.000005750182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978489,0.0006355394,0.000009665694,0.0001362426,0.00001029517,0.000006251828,0.00004844374,0.000001263854,0.001303421],"genre_scores_gemma":[0.9991571,0.000446267,0.00002596475,0.00005103281,0.00001249672,0.000003403143,0.00002462433,6.816875e-7,0.0002784521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005496816,"threshold_uncertainty_score":0.01291478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992947333785142,"score_gpt":0.2956302448970848,"score_spread":0.2757007715592333,"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."}}