{"id":"W4401906926","doi":"10.1097/dss.0000000000004379","title":"Nonablative Fractional Diode Laser Resurfacing (1440 nm and 1927 nm) for Photoaged Skin","year":2024,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; Galderma; Bausch Health; Ortho Dermatologics","keywords":"Erythema; Medicine; Dermatology; Photoaging; Intense pulsed light; Skin Aging; Adverse effect; Edema; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003300316,0.0002745149,0.0002485678,0.0002333405,0.0002036507,0.0001445803,0.0001921344,0.0001721881,0.005619791],"category_scores_gemma":[0.0002351248,0.00008676136,0.0003573096,0.0001177352,0.0001252203,0.0001699714,0.0001019844,0.0002363608,0.0005380028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601361,"about_ca_system_score_gemma":0.0001786511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277489,"about_ca_topic_score_gemma":0.0007303443,"domain_scores_codex":[0.9998533,0.00003288542,0.000008518103,0.00002132506,0.00006451154,0.00001959501],"domain_scores_gemma":[0.9998801,0.00003422701,0.00004423057,0.00001077761,0.00001444081,0.0000162449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006083763,0.002790286,0.03721773,0.001249663,0.0002632327,0.0008912418,0.0001664876,0.000572335,0.6451553,0.000195067,0.00129989,0.304115],"study_design_scores_gemma":[0.002413402,0.08842956,0.4792754,0.0003142488,0.0005854939,0.03027485,0.000664025,0.003638834,0.3769041,0.0004004932,0.01701325,0.00008629744],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925013,0.003707687,0.001850685,0.0000567829,0.00001910984,0.0001032426,0.00006160593,0.00005347778,0.001645957],"genre_scores_gemma":[0.9967731,0.000887976,0.001363539,0.00003831956,0.00001604198,0.0000499431,0.00004376093,0.000006773545,0.0008204905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005619791,"threshold_uncertainty_score":0.01880008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970014152032469,"score_gpt":0.3367590283638044,"score_spread":0.2870588868434797,"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."}}