{"id":"W3037034174","doi":"10.36849/jdd.2020.10.36849","title":"Improving the Appearance of Surgical Facial Scars With IncobotulinumtoxinA and Microneedling.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Patient satisfaction; Surgery; Fibrous joint","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005547384,0.0001906811,0.000322529,0.0001944279,0.0001590412,0.0001516874,0.0001655211,0.0002147939,0.0008778638],"category_scores_gemma":[0.000326906,0.0000979449,0.0003049515,0.0001259555,0.0001467117,0.0001259075,0.0001378026,0.000194078,0.0001167538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554558,"about_ca_system_score_gemma":0.0001790143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917918,"about_ca_topic_score_gemma":0.0009780234,"domain_scores_codex":[0.9997656,0.00005373,0.00002482478,0.00003414759,0.00008327985,0.00003847196],"domain_scores_gemma":[0.9997898,0.00004777348,0.00009282501,0.00001257768,0.0000260135,0.00003105814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01508126,0.008930552,0.1781638,0.001188973,0.0003680287,0.001179596,0.0003092993,0.0003076649,0.5727072,0.00009238102,0.000448482,0.2212228],"study_design_scores_gemma":[0.0008588195,0.1905647,0.6746403,0.0001051313,0.0005810977,0.008533833,0.0006179889,0.0007525362,0.1182278,0.00006127374,0.005033955,0.00002256592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998107,0.001223198,0.0001942557,0.00002306308,0.000008826756,0.00004790421,0.00001990901,0.000005640618,0.0003703258],"genre_scores_gemma":[0.9973001,0.0007951945,0.00118621,0.00007896638,0.00002010452,0.00004442829,0.00005969273,0.000001740203,0.0005136358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008778638,"threshold_uncertainty_score":0.002936721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435733304830804,"score_gpt":0.2358125486195672,"score_spread":0.2114552155712592,"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."}}