{"id":"W4297238082","doi":"10.1093/jbcr/irac125","title":"A Single-Institution Experience About 10 Years With Children Undergoing Fractional Ablative Carbon Dioxide Laser Treatment After Burns: Measurement of Air Pressure-Induced Skin Elevation and Retraction Time (Dermalab) Including Standardized Subjective and Objective Scar Evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scars; Carbon dioxide laser; Ablative case; Laser; Statistical significance; Surgery; Physical therapy; Internal medicine; Laser surgery; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883105,0.000169103,0.0003983327,0.0005956664,0.0003541943,0.00003935174,0.00005888454,0.0000913191,0.00007803119],"category_scores_gemma":[0.0003065167,0.0001248662,0.00007556078,0.0004497173,0.0002130416,0.0003427998,0.00008358515,0.0005558343,4.224953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030543,"about_ca_system_score_gemma":0.001243553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823512,"about_ca_topic_score_gemma":0.0000532621,"domain_scores_codex":[0.99496,0.0008089196,0.0003992731,0.000315792,0.003239276,0.0002767093],"domain_scores_gemma":[0.9963707,0.0002125923,0.000350286,0.0001473374,0.002784566,0.0001344844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0650674,0.003852822,0.4102752,0.0005371477,0.007734333,0.001212121,0.1020659,0.007266505,0.2691553,0.00003277713,0.00008150169,0.1327191],"study_design_scores_gemma":[0.01134799,0.008145724,0.8851841,0.0007197235,0.0005490984,0.001161669,0.02539644,0.00100356,0.06602138,0.00005430729,0.0002058782,0.0002101151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949019,0.003218195,0.00004974202,0.0001408371,0.0000537661,0.001199712,0.00002223975,0.000008323433,0.0004053082],"genre_scores_gemma":[0.9993734,0.0002042783,0.0001031909,0.000007821301,0.00009055241,0.0001379681,0.00001312107,0.00001777109,0.0000518639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4749089,"threshold_uncertainty_score":0.7924764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444481260104084,"score_gpt":0.3628004635766874,"score_spread":0.3083556509756466,"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."}}