{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008659097,0.00054745,0.0005491378,0.0007164406,0.0007107327,0.0003445233,0.0003338404,0.0005203367,0.002241921],"category_scores_gemma":[0.002119605,0.0004102464,0.0006345674,0.000576306,0.0004399237,0.0005360456,0.000685823,0.0005106569,0.0005397594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295567,"about_ca_system_score_gemma":0.0005795325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309153,"about_ca_topic_score_gemma":0.005050745,"domain_scores_codex":[0.9992498,0.0002126889,0.00009648717,0.00013615,0.0001471235,0.0001577423],"domain_scores_gemma":[0.9985608,0.0003149312,0.0004046254,0.0001000766,0.0002105049,0.0004090738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002748256,0.001196687,0.9495882,0.000165836,0.00006328166,0.007623983,0.006731186,0.0002223791,0.004123884,0.00003193834,0.0003741635,0.02960371],"study_design_scores_gemma":[0.00003987458,0.008303235,0.9355085,0.00006445895,0.0001390059,0.04025621,0.008248718,0.0003647208,0.003478176,0.00004919601,0.003476334,0.00007156447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989277,0.0002940001,0.0002584254,0.00002795347,0.000005322156,0.00002442823,0.00005364331,0.000006149469,0.0004023262],"genre_scores_gemma":[0.9979595,0.0005888637,0.0007140135,0.00006784061,0.00001935686,0.00002864146,0.0001065959,0.000005898956,0.0005092935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002309153,"threshold_uncertainty_score":0.007499933,"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."}}