{"id":"W4318967759","doi":"10.1097/prs.0000000000009915","title":"Mechanical Micronization of Lipoaspirates Combined with Fractional CO2 Laser for the Treatment of Hypertrophic Scars","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypertrophic scar; Hypertrophic scars; Scars; Medicine; Adipose tissue; Dermis; Stromal vascular fraction; Pathology; Internal medicine","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":[0.000175559,0.0003188654,0.0002508998,0.0004668703,0.0001845989,0.0001985903,0.0001444855,0.0002306973,0.0008998399],"category_scores_gemma":[0.00009176469,0.00009763568,0.0003340199,0.0001119409,0.0002522966,0.000168492,0.0002006639,0.0002527054,0.00009923909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322459,"about_ca_system_score_gemma":0.0001827398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005153666,"about_ca_topic_score_gemma":0.0010638,"domain_scores_codex":[0.9999158,0.00001201384,0.000004348073,0.0000133695,0.00002754663,0.0000269356],"domain_scores_gemma":[0.9999472,0.00001281796,0.00001490855,0.000004101472,0.000006735833,0.00001414393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003554026,0.0001821995,0.0003872016,0.0002141024,0.00002082144,0.0001740497,0.00003420878,0.0001701305,0.984251,0.0000643669,0.00009317206,0.01405338],"study_design_scores_gemma":[0.0002398705,0.009743801,0.01224672,0.00006138808,0.0002050465,0.001542952,0.0001583673,0.002423644,0.9673363,0.0001235823,0.005893489,0.00002477425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873868,0.007333307,0.00383449,0.00009489122,0.0001035453,0.00007348447,0.00003130906,0.00007599852,0.001066158],"genre_scores_gemma":[0.9941035,0.002400071,0.002410282,0.00007053014,0.00004053304,0.0000497912,0.00003704656,0.00001140891,0.000876992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008998399,"threshold_uncertainty_score":0.003010273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967214780269339,"score_gpt":0.2645278671174032,"score_spread":0.2348557193147098,"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."}}