{"id":"W1967238360","doi":"10.1046/j.1467-2494.2002.00130.x","title":"Sunscreen <i>in vitro</i> spectroscopy: application to UVA protection assessment and correlation with <i>in vivo</i> persistent pigment darkening","year":2002,"lang":"en","type":"article","venue":"International Journal of Cosmetic Science","topic":"Skin Protection and Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Sun protection factor; In vivo; Irradiation; In vitro; Sunscreening Agents; Chemistry; Materials science; Dermatology; Physics; Medicine; Biology; Biochemistry","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":[0.0005638236,0.0006359296,0.0002553918,0.00042347,0.0002320224,0.0003325824,0.0001913403,0.0004919391,0.001345651],"category_scores_gemma":[0.0006963474,0.0002518602,0.0003342031,0.000271688,0.0002760271,0.0003251896,0.0002110565,0.0005807146,0.0003313769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255254,"about_ca_system_score_gemma":0.0001231486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980578,"about_ca_topic_score_gemma":0.0004713988,"domain_scores_codex":[0.9995248,0.0002330638,0.00002822926,0.00008175889,0.00009748318,0.00003466673],"domain_scores_gemma":[0.9991426,0.0003008744,0.0002399666,0.0001090893,0.0001561282,0.00005123073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001298631,0.00004363756,0.002036924,0.0001127983,0.0000143924,0.00003096888,0.00004250702,0.00009110074,0.9947121,0.00002015679,0.00001591311,0.002749739],"study_design_scores_gemma":[0.00000415977,0.0007951212,0.01209542,0.000009266036,0.00003496405,0.0002334511,0.00005537429,0.000477117,0.9858365,0.00003346535,0.0004174554,0.000007681257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670876,0.005239805,0.02536743,0.00007382811,0.00004989803,0.00005158763,0.0001810768,0.0001200605,0.001828607],"genre_scores_gemma":[0.9848486,0.001476848,0.01233733,0.00004201695,0.0000166099,0.0000316459,0.0002014049,0.00002159599,0.001023998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345651,"threshold_uncertainty_score":0.0045017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167870933261015,"score_gpt":0.297150931227208,"score_spread":0.2803638379011065,"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."}}