{"id":"W2990460670","doi":"10.1097/prs.0000000000006462","title":"Microneedling of Scars: A Large Prospective Study with Long-Term Follow-Up","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Scars; Acne scars; Surgery; Dermatology; Prospective cohort study; Adverse effect; Dark skin; Observational study; Internal medicine","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":[0.004395868,0.0005327551,0.0008045799,0.0008714491,0.001016561,0.000733547,0.0004041273,0.0008772171,0.001642356],"category_scores_gemma":[0.005842124,0.0004734532,0.0007597814,0.0009263213,0.0006675432,0.001144347,0.0005381771,0.000842497,0.0006560855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005857,"about_ca_system_score_gemma":0.000542748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001923,"about_ca_topic_score_gemma":0.001009926,"domain_scores_codex":[0.998434,0.0005683671,0.0001423592,0.0002634924,0.0003930536,0.0001987189],"domain_scores_gemma":[0.9949386,0.001266792,0.001451614,0.0006901248,0.0006145152,0.00103833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003985949,0.002412827,0.9838825,0.00007691447,0.0002163991,0.0005329546,0.0003916337,0.00004575832,0.001088636,0.00002496314,0.0002425456,0.007098963],"study_design_scores_gemma":[0.0008101123,0.01385661,0.9815631,0.00004604838,0.00021625,0.001866304,0.0003990679,0.0001560269,0.0002536884,0.0000386696,0.0007683848,0.00002558661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982565,0.0008441815,0.0002449803,0.00003778233,0.00001421884,0.0001346329,0.0001569955,0.000006767187,0.0003038901],"genre_scores_gemma":[0.998028,0.000375007,0.0003410669,0.0001310126,0.00004452084,0.0001835496,0.0005913929,0.000005676704,0.0002998717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004395868,"threshold_uncertainty_score":0.0232479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187491648421132,"score_gpt":0.2765608759233823,"score_spread":0.2578117110812691,"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."}}