{"id":"W2919697517","doi":"","title":"MICRONEEDLING - A FORM OF COLLAGEN INDUCTION THERAPY - OUR FIRST EXPERIENCES.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Elastin; Wound healing; Surgery; Percutaneous; Dermatology; Pathology","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":[0.0006873528,0.001053336,0.0005058899,0.0008247764,0.000806238,0.0005573204,0.0008585381,0.001562215,0.003694267],"category_scores_gemma":[0.00120117,0.0002069307,0.0007779981,0.0005407888,0.0007965211,0.0008839112,0.0006739236,0.001269785,0.001455299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466632,"about_ca_system_score_gemma":0.0003330437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005053672,"about_ca_topic_score_gemma":0.0007208652,"domain_scores_codex":[0.9994671,0.0001798186,0.00005003245,0.00009200376,0.0001100496,0.000101043],"domain_scores_gemma":[0.9995357,0.0001399692,0.00005691169,0.0001080092,0.00003774462,0.0001216664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001844199,0.009179505,0.02041746,0.002840802,0.0002446234,0.04558081,0.006521995,0.0008505404,0.09546213,0.001491754,0.009125101,0.8064411],"study_design_scores_gemma":[0.0006547589,0.02330106,0.06001499,0.0008066539,0.0003781869,0.5906503,0.002591242,0.001427235,0.1208533,0.002182164,0.1967991,0.0003409401],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956678,0.1445061,0.02573418,0.002221169,0.001515866,0.001191242,0.000460808,0.0006714573,0.02803129],"genre_scores_gemma":[0.8963701,0.06072335,0.02063563,0.00352934,0.001441443,0.000438316,0.0006186112,0.0001305393,0.01611266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694267,"threshold_uncertainty_score":0.01235855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166755195164202,"score_gpt":0.2671090902387976,"score_spread":0.2254415382871556,"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."}}