{"id":"W3126888641","doi":"10.1111/jocd.14002","title":"High‐velocity pneumatic injection of non‐crosslinked hyaluronic acid for skin regeneration and scar remodeling: A retrospective analysis of 115 patients","year":2021,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Hyaluronic acid; Scars; Retrospective cohort study; Edema; Patient satisfaction; Surgery; Dermatology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003075685,0.000133609,0.001160276,0.0005837729,0.00007086869,0.00001000172,0.00007065897,0.0001596368,0.00001988575],"category_scores_gemma":[0.0005303128,0.00009993609,0.0003004134,0.0006405733,0.0001486319,0.00008229442,0.00003877017,0.0001891634,4.351848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127898,"about_ca_system_score_gemma":0.0003435379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001514422,"about_ca_topic_score_gemma":0.00002016433,"domain_scores_codex":[0.9980747,0.0001695396,0.0009994491,0.0001836226,0.0003780616,0.0001946113],"domain_scores_gemma":[0.9968632,0.0001533436,0.0008311041,0.0002043111,0.00185056,0.00009747584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002036456,0.003155405,0.9185961,0.001450156,0.01118085,0.0002455805,0.001849927,0.002233422,0.03898408,0.0009983238,0.0009903078,0.01827937],"study_design_scores_gemma":[0.009984985,0.002174728,0.8374667,0.0002386087,0.005239803,0.002941383,0.0004283795,0.04860468,0.09047748,0.002220565,0.00004935899,0.0001733121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884198,0.0005498742,0.00985797,0.0006693167,0.0001604262,0.0002717377,0.00001651319,0.00000392195,0.00005046578],"genre_scores_gemma":[0.9935219,0.0002530442,0.006050368,0.00005440576,0.00002032674,0.000006706999,0.00004202051,0.0000106031,0.00004067246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08112941,"threshold_uncertainty_score":0.4075276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169732618471015,"score_gpt":0.3106640942926494,"score_spread":0.2936908324455479,"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."}}