{"id":"W4392862652","doi":"10.1097/md.0000000000037329","title":"Effect of CO2 fractional laser combined with recombinant human epidermal growth factor gel on skin barrier","year":2024,"lang":"en","type":"article","venue":"Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Transepidermal water loss; Acne; Stratum corneum; Adverse effect; Wound healing; Barrier function; Transdermal; Patient satisfaction; Quality of life (healthcare); Inflammation; Dermatology; Surgery; Internal medicine; Gastroenterology; Pharmacology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003522311,0.0002265754,0.0006018656,0.0002664857,0.00008778046,0.000008741533,0.00007692579,0.00009955301,0.002599265],"category_scores_gemma":[0.0001751355,0.0001032818,0.00008727678,0.0002481133,0.0002910777,0.00005072369,0.00002423597,0.000381183,0.0000881053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007929545,"about_ca_system_score_gemma":0.00007376673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234215,"about_ca_topic_score_gemma":0.000004768764,"domain_scores_codex":[0.9983115,0.0001413598,0.0002951231,0.0003168165,0.0006504945,0.0002847094],"domain_scores_gemma":[0.9987844,0.000612058,0.00005300465,0.0002460818,0.00009243445,0.0002120662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02644535,0.004757042,0.4307728,0.01178758,0.00622922,0.02537019,0.002879953,0.0000154034,0.02629307,0.01151495,0.3718415,0.08209302],"study_design_scores_gemma":[0.04774325,0.1185502,0.5959543,0.006596823,0.001378829,0.002000331,0.0002909376,0.0007582332,0.1704403,0.0007224153,0.05482719,0.0007371203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790741,0.0003348924,0.00002665261,0.008062137,0.0004343139,0.0006339878,0.00001596429,0.00008821295,0.01132976],"genre_scores_gemma":[0.9923897,0.00004613923,0.00001805787,0.0002850348,0.000181885,0.00004603041,0.00009958592,0.00003024109,0.006903314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3170143,"threshold_uncertainty_score":0.9983125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844087514997709,"score_gpt":0.3372122830370152,"score_spread":0.3187714078870381,"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."}}