{"id":"W4395449974","doi":"10.1016/j.burns.2024.04.010","title":"Impact of laser treatment on hypertrophic burn scars in pediatric burn patients","year":2024,"lang":"en","type":"article","venue":"Burns","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatric burn; Hypertrophic scars; Scars; Severe burn; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005165559,0.0001605609,0.0002987096,0.0003741719,0.00002053044,0.00001582317,0.00005222134,0.00008261517,0.0001977385],"category_scores_gemma":[0.00002392361,0.0000844638,0.0002038103,0.0003713292,0.0000381892,0.00003539396,0.00002076889,0.0001246904,0.0001680374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081994,"about_ca_system_score_gemma":0.0001483211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002363118,"about_ca_topic_score_gemma":0.000006021496,"domain_scores_codex":[0.9989396,0.00003724114,0.0002204791,0.0002385296,0.0002826593,0.0002814806],"domain_scores_gemma":[0.9995112,0.00007168767,0.00002694611,0.0002191617,0.00004544464,0.0001255423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002401573,0.00233185,0.9788182,0.0001087538,0.0001846803,0.00110469,0.0002747067,0.00005897472,0.00006625011,0.00003278553,0.001229749,0.01554916],"study_design_scores_gemma":[0.003336372,0.004106761,0.9909008,0.000132955,0.0001299228,0.0000593049,0.00002460099,0.0001759287,0.0003024418,0.00006349913,0.0006628526,0.0001046245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941626,0.0009841953,7.986409e-7,0.0002212789,0.0001186457,0.0004029431,0.00003494432,0.00003620731,0.004038448],"genre_scores_gemma":[0.9969779,0.001005076,0.00001870011,0.00001559927,0.0000860625,0.00002824882,0.00004176362,0.00001918052,0.001807461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544454,"threshold_uncertainty_score":0.3444334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865223245589795,"score_gpt":0.3410204600135895,"score_spread":0.3123682275576916,"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."}}