{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034877,0.00006926188,0.0001787016,0.00001751382,0.00004873497,0.00001211326,0.00005599913,0.00003627251,0.00000438733],"category_scores_gemma":[0.00002639997,0.00003238009,0.00002786155,0.000114511,0.0001973552,0.0000242051,0.00004959349,0.0001245431,0.000002008684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008976269,"about_ca_system_score_gemma":0.00002755988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002895697,"about_ca_topic_score_gemma":0.00000140195,"domain_scores_codex":[0.9993532,0.00002383799,0.0001083667,0.0001433328,0.0001711264,0.000200096],"domain_scores_gemma":[0.9996865,0.00002868838,0.00003795278,0.00008987747,0.00003053497,0.0001264822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001408911,0.0001356708,0.138515,0.000304328,0.0001768903,0.0004616164,0.0007142801,0.000004703883,0.0005574751,0.00007939918,0.0002663507,0.8573754],"study_design_scores_gemma":[0.008349256,0.0003809681,0.9714671,0.00005015931,0.0001397403,0.001001099,0.0006461991,0.0004610778,0.007514994,0.00001527579,0.009792286,0.0001818825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988937,0.001223817,0.00002522929,0.007805852,0.00001800987,0.0006303345,0.000004581059,0.00002033099,0.00133488],"genre_scores_gemma":[0.999382,0.00008800533,0.00009025794,0.0001499523,0.00005569022,0.00009159419,0.000001170174,0.000006723663,0.0001345872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8571935,"threshold_uncertainty_score":0.1320422,"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."}}