{"id":"W3042376816","doi":"10.1002/lsm.23301","title":"Hypertrophic Scar Improvement by Early Intervention With Ablative Fractional Carbon Dioxide Laser Treatment","year":2020,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory of Trauma, Burns and Combined Injury","keywords":"Medicine; Scars; Ablative case; Surgery; Carbon dioxide laser; Laser treatment; Hypertrophic scars; Retrospective cohort study; Laser; Laser surgery","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":[0.0003168988,0.0002041445,0.0003415869,0.0004230152,0.0002135035,0.0002000503,0.0001467876,0.0002117339,0.001109131],"category_scores_gemma":[0.0008266522,0.00008388478,0.0002891203,0.0001752589,0.0002094828,0.0001287455,0.0001556004,0.0002635839,0.000111582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037352,"about_ca_system_score_gemma":0.0001938365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003550312,"about_ca_topic_score_gemma":0.0006026145,"domain_scores_codex":[0.9998035,0.00004835742,0.00001313682,0.00001852735,0.00007424573,0.00004228373],"domain_scores_gemma":[0.9994206,0.0002233121,0.000213643,0.00002461269,0.00004404637,0.00007379553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01528082,0.003305576,0.4758846,0.0008895913,0.000193024,0.004639638,0.0004947285,0.0009458485,0.09772883,0.0002101311,0.000843515,0.3995836],"study_design_scores_gemma":[0.0006492209,0.02496681,0.9290279,0.00023166,0.000269805,0.01738261,0.000368923,0.001527686,0.02139831,0.000254578,0.003887677,0.00003484306],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943935,0.002909267,0.001297921,0.000055152,0.00001814046,0.00005064195,0.00002767586,0.00002580683,0.001221922],"genre_scores_gemma":[0.9984246,0.0004948011,0.0007322118,0.00003981796,0.00004764841,0.00002327692,0.00003285651,0.000002629627,0.000202193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109131,"threshold_uncertainty_score":0.003710389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772804653649622,"score_gpt":0.285018168256425,"score_spread":0.2572901217199287,"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."}}