{"id":"W3174765491","doi":"10.1097/dss.0000000000003079","title":"Defining Skin Quality: Clinical Relevance, Terminology, and Assessment","year":2021,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Terminology; CLARITY; Quality (philosophy); Cosmeceuticals; Medicine; Relevance (law); Pathology; Cosmetics","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":[0.007026246,0.0009658934,0.001502068,0.006485492,0.0005175817,0.003477859,0.001308045,0.001208478,0.001912931],"category_scores_gemma":[0.01165364,0.0002509859,0.001171359,0.005205752,0.003280276,0.003041583,0.001918846,0.002152892,0.0005818213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190825,"about_ca_system_score_gemma":0.002983331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059625,"about_ca_topic_score_gemma":0.002320587,"domain_scores_codex":[0.9936679,0.00282561,0.001194392,0.0004045844,0.00172824,0.0001792709],"domain_scores_gemma":[0.9923519,0.004122395,0.001485169,0.0001965955,0.001689132,0.0001546773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001526852,0.00008844019,0.005410697,0.05520878,0.0003126528,0.000385593,0.001530999,0.000492846,0.00149559,0.01783795,0.021102,0.8959817],"study_design_scores_gemma":[0.0000863268,0.0005499755,0.04817274,0.1795995,0.001311454,0.01459892,0.007770732,0.001186169,0.002395676,0.04467059,0.6994033,0.000254583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001849571,0.9881385,0.002675965,0.002887226,0.0007824167,0.0001225204,0.0001097378,0.00001738828,0.003416767],"genre_scores_gemma":[0.04150383,0.9475611,0.007052233,0.001725762,0.0008643869,0.0001789468,0.0002662589,0.00001638095,0.0008310865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007026246,"threshold_uncertainty_score":0.03715873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227801062590317,"score_gpt":0.4923829117098953,"score_spread":0.2645818491195783,"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."}}