{"id":"W2079760491","doi":"10.2310/7750.2006.00025","title":"Ultraviolet a Radiation and The Need for Protection","year":2006,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovaderm (Canada); Centre hospitalier universitaire de Québec; Health Sciences Centre; Mediprobe Research (Canada); University of Toronto; Hôtel-Dieu de Québec; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Erythema; Ultraviolet radiation; Sunscreening Agents; Sun protection; Skin cancer; Melanoma; Sun protection factor; Broad spectrum; Cancer; Cancer research; Internal medicine","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":[0.001097671,0.00010982,0.0002500651,0.0002911454,0.0008215918,0.001164706,0.0003883537,0.002204505,0.01079965],"category_scores_gemma":[0.003864689,0.00007207356,0.0002395662,0.0001751176,0.001692163,0.001109537,0.0009250424,0.001879059,0.00121413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006137269,"about_ca_system_score_gemma":0.001066719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456961,"about_ca_topic_score_gemma":0.001843868,"domain_scores_codex":[0.9991267,0.0003658778,0.00005599575,0.0001000247,0.0002397893,0.0001116679],"domain_scores_gemma":[0.9978951,0.0007326126,0.0003387971,0.00009696634,0.0003146258,0.0006217899],"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":[0.0008077327,0.001402608,0.0824295,0.001892606,0.0002122957,0.003790919,0.003522287,0.0003602309,0.008841039,0.09036404,0.1311219,0.6752549],"study_design_scores_gemma":[0.0001082546,0.001134678,0.1308284,0.003281116,0.0001154866,0.02196505,0.006168257,0.0003062551,0.001038135,0.07574456,0.759227,0.00008283722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2163304,0.2644255,0.002082308,0.28491,0.004800388,0.00006758307,0.0001950768,0.0000797667,0.2271089],"genre_scores_gemma":[0.8407716,0.1010316,0.002557545,0.02810043,0.003981601,0.00005591986,0.0001323554,0.00002292097,0.02334603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01079965,"threshold_uncertainty_score":0.0361284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837542915557277,"score_gpt":0.2521726781995647,"score_spread":0.233797249043992,"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."}}