{"id":"W4310117871","doi":"10.1007/s00403-022-02483-4","title":"Review on photoprotection: a clinician’s guide to the ingredients, characteristics, adverse effects, and disease-specific benefits of chemical and physical sunscreen compounds","year":2022,"lang":"en","type":"review","venue":"Archives of Dermatological Research","topic":"Skin Protection and Aging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Photoprotection; Medicine; Sun protection; Dermatology; Ultraviolet radiation; Sunscreening Agents; Sun protection factor; Skin cancer; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007567584,0.0002896485,0.001725639,0.0002787712,0.0001751968,0.00001218157,0.0003116379,0.00008424742,0.00003024173],"category_scores_gemma":[0.00411923,0.0001740337,0.000338525,0.0004742148,0.0006145417,0.00002391651,0.0007440058,0.001391668,0.000007064734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003299151,"about_ca_system_score_gemma":0.0001161025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006398095,"about_ca_topic_score_gemma":1.164043e-7,"domain_scores_codex":[0.9966029,0.001022977,0.0007292751,0.0005357626,0.0007072453,0.0004018275],"domain_scores_gemma":[0.9942853,0.004425398,0.0002422103,0.0005230775,0.00005044221,0.0004735074],"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":[0.0003513345,0.0004147972,0.0002499293,0.05666655,0.0001207279,0.00004953851,0.0001047441,3.831942e-8,0.0000273302,0.000522556,0.001967488,0.9395249],"study_design_scores_gemma":[0.0004250334,0.0004675071,0.002080302,0.056289,0.0002344665,0.0002299678,0.0000335962,0.00001448182,0.0000540486,0.00006917296,0.9399248,0.0001776364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003209563,0.9914868,0.000007946272,0.0009758385,0.00007138711,0.003427255,0.00008634794,0.00002422717,0.0007106272],"genre_scores_gemma":[0.004740017,0.9938505,0.0001151421,0.0004081906,0.0001750051,0.0005782653,0.00007078099,0.00002745263,0.00003470605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9393473,"threshold_uncertainty_score":0.7096888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395451163843008,"score_gpt":0.4194270152170398,"score_spread":0.279881898832739,"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."}}