{"id":"W3169406412","doi":"10.1093/asj/sjab024","title":"Botulinum Toxin to Improve Lower Blepharoplasty Scar: A Double-Blinded, Randomized, Vehicle-Controlled Clinical Trial","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chang Gung Memorial Hospital","keywords":"Medicine; Blepharoplasty; Scars; Surgery; Randomized controlled trial; Botulinum toxin; Visual analogue scale; Saline; Hypertrophic scar; Prospective cohort study; Anesthesia; Eyelid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003141674,0.001920805,0.004811296,0.0006167467,0.0006484557,0.001325089,0.001245445,0.002769145,0.006447672],"category_scores_gemma":[0.002996437,0.001036047,0.001818738,0.0005350612,0.00165195,0.001273466,0.0004542139,0.001979294,0.0009004968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007461082,"about_ca_system_score_gemma":0.00193024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009127346,"about_ca_topic_score_gemma":0.001723017,"domain_scores_codex":[0.9985169,0.0006932567,0.0001508296,0.0002849364,0.0001627647,0.0001913699],"domain_scores_gemma":[0.9984389,0.0004639358,0.0004374263,0.0001358564,0.0001821375,0.0003417434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9803123,0.009821927,0.0001810788,0.0007054018,0.0005272064,0.00002381922,0.00002768417,0.00008963154,0.001944149,0.00005378413,0.0002536485,0.0060594],"study_design_scores_gemma":[0.9468483,0.0520965,0.0003485647,0.00002317604,0.0002055875,0.000009954021,0.00000732236,0.000117414,0.0001808985,0.00003130185,0.0001251969,0.000005878449],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754537,0.006334187,0.001281567,0.0006032992,0.001202178,0.01255389,0.0007882545,0.0001684523,0.001614434],"genre_scores_gemma":[0.9687899,0.004488103,0.003090318,0.001118264,0.0009441711,0.01783169,0.0005635355,0.00002555966,0.003148626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006447672,"threshold_uncertainty_score":0.02156961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0621581911601605,"score_gpt":0.3631852527262014,"score_spread":0.301027061566041,"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."}}