{"id":"W4402724445","doi":"10.1002/lsm.23846","title":"Timing of Laser Intervention on Facial Scars: A 3D Imaging and Scar Scale Analysis in a Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scars; Medicine; 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":[0.0007645804,0.000223624,0.0004078901,0.001254716,0.0003450038,0.000402054,0.0002740483,0.0003624085,0.00126259],"category_scores_gemma":[0.001923424,0.000317238,0.0005988796,0.001062039,0.0003232407,0.0004861928,0.000367096,0.0003277505,0.0002871518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970521,"about_ca_system_score_gemma":0.0002415728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008768711,"about_ca_topic_score_gemma":0.0007263664,"domain_scores_codex":[0.9992909,0.0001888848,0.0001245111,0.0001475682,0.0001423006,0.0001057089],"domain_scores_gemma":[0.9975339,0.0005182985,0.001298701,0.0001996321,0.0002024971,0.0002470001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002912744,0.00009230283,0.996128,0.00001650052,0.00004230451,0.0005995461,0.0001119443,0.00003317142,0.0004280335,0.00001499077,0.0000401894,0.00220175],"study_design_scores_gemma":[0.00001467682,0.0009397905,0.9938875,0.00001230411,0.00007248247,0.003672163,0.0006164854,0.0002870078,0.0002255297,0.00002198443,0.0002377387,0.00001232602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994262,0.0002165724,0.000129958,0.000004710702,0.000002504103,0.00001383157,0.00005390738,0.00000172051,0.0001505836],"genre_scores_gemma":[0.9996336,0.0001019311,0.0001225442,0.00001124222,0.000007100075,0.00001287823,0.00006976409,0.000001424346,0.00003944378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00126259,"threshold_uncertainty_score":0.004223764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694712220794197,"score_gpt":0.3549799732234228,"score_spread":0.3280328510154808,"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."}}