{"id":"W4206045488","doi":"10.1007/s13671-020-00306-1","title":"Systemic Photoprotection","year":2020,"lang":"en","type":"article","venue":"Current Dermatology Reports","topic":"Skin Protection and Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Krembil Foundation","keywords":"Photoprotection; Medicine; Dermatology; Nicotinamide; Sunburn; Skin cancer; Actinic keratosis; Cancer; Internal medicine; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001878392,0.000447588,0.0003063351,0.0002928285,0.0003165365,0.0004392827,0.000177911,0.0003716686,0.02039991],"category_scores_gemma":[0.000145309,0.00009513944,0.0004304734,0.0002131323,0.0002234937,0.0002916441,0.0002924711,0.0009814281,0.002213148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883409,"about_ca_system_score_gemma":0.0003658236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005169284,"about_ca_topic_score_gemma":0.0008272041,"domain_scores_codex":[0.9998589,0.00002374048,0.000005422124,0.00004400647,0.00002904487,0.00003889655],"domain_scores_gemma":[0.9999328,0.00001043675,0.00001012066,0.00001585018,0.00001315617,0.00001775548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002872487,0.0008975736,0.002192752,0.0008296751,0.0001152356,0.0006075819,0.000104182,0.0001437491,0.7223693,0.00182117,0.01243549,0.2556109],"study_design_scores_gemma":[0.000539929,0.008654436,0.04568178,0.0003808533,0.0003175703,0.007418196,0.0002207174,0.0008919616,0.7762672,0.001280024,0.1583144,0.00003293859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6552677,0.09496255,0.02465902,0.003554938,0.002323529,0.0007292329,0.001661382,0.002849938,0.2139917],"genre_scores_gemma":[0.9227875,0.01405902,0.003581449,0.001407056,0.0004371157,0.0001794389,0.0006660881,0.0001127275,0.05676964],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02039991,"threshold_uncertainty_score":0.06824446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920110663158521,"score_gpt":0.2973720444413031,"score_spread":0.2581709378097179,"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."}}