{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007057811,0.0003739765,0.0007024729,0.001607877,0.0008362309,0.0004212379,0.0004477213,0.001090023,0.003620247],"category_scores_gemma":[0.00131212,0.00008677376,0.0009378845,0.0005458302,0.0003500456,0.0006464762,0.0003372522,0.001380218,0.001375262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303879,"about_ca_system_score_gemma":0.000353842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169477,"about_ca_topic_score_gemma":0.00142315,"domain_scores_codex":[0.999671,0.00002595788,0.00004128919,0.00004081524,0.0001010255,0.0001199661],"domain_scores_gemma":[0.9991208,0.0001813205,0.0002259643,0.00008441327,0.0002021895,0.0001853653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006495402,0.002002673,0.4914279,0.0004906927,0.0003502952,0.06400463,0.001043045,0.002479226,0.04472726,0.001359813,0.007942184,0.3776769],"study_design_scores_gemma":[0.000181196,0.005831209,0.7978966,0.0003862216,0.0003890612,0.133308,0.0006284692,0.002065787,0.01115268,0.0015395,0.04644434,0.0001770109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039505,0.03035786,0.00942891,0.001697007,0.0003885338,0.0004280096,0.00340348,0.0003943051,0.04995142],"genre_scores_gemma":[0.9760541,0.00352042,0.001430015,0.0009453588,0.0001973617,0.0004186166,0.002446687,0.0000475056,0.01493999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003620247,"threshold_uncertainty_score":0.01211089,"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."}}