{"id":"W2052640080","doi":"10.1016/j.asj.2008.09.006","title":"Fraxel Laser Indications and Long-Term Follow-Up","year":2008,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Ablative case; Scars; Acne scars; Acne; Dermatology; Surgery; Laser; Cosmetic Techniques; Optics; Radiation therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002320587,0.0001072526,0.0002580256,0.0002062421,0.0003562405,0.00002891123,0.00005041273,0.00007377569,0.0003275908],"category_scores_gemma":[0.00002206753,0.00006949789,0.0001315814,0.0001382432,0.0001924261,0.00007382764,0.00002337379,0.0002734149,0.00009585966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002922282,"about_ca_system_score_gemma":0.0002232825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003920303,"about_ca_topic_score_gemma":9.564753e-7,"domain_scores_codex":[0.9989632,0.00006150952,0.0002494949,0.0001340689,0.0003149831,0.0002767815],"domain_scores_gemma":[0.999244,0.00009888251,0.00008350889,0.0001680968,0.00008459549,0.0003209327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405059,0.0002221664,0.9056498,0.00000760619,0.00006952239,0.00411192,0.0001815552,1.415043e-7,0.000006795163,0.00001346455,0.01793536,0.07174766],"study_design_scores_gemma":[0.001173706,0.00006122416,0.6345323,0.00008899338,0.00004569047,0.3607287,0.00003370192,0.000003237297,0.00009784425,0.00009151152,0.003057427,0.00008561375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928707,0.001299618,0.00004027695,0.004334698,0.0002215372,0.0001002874,0.000001409527,0.00002257503,0.001108868],"genre_scores_gemma":[0.9924908,0.003187765,0.0001031921,0.0002183694,0.00004171113,0.000007762154,0.00000778323,0.00001434905,0.003928282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566168,"threshold_uncertainty_score":0.358689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531733240025126,"score_gpt":0.307606842549869,"score_spread":0.2544335185473564,"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."}}