{"id":"W3162777508","doi":"10.3390/cancers13102344","title":"Photosensitizing Medications and Skin Cancer: A Comprehensive Review","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Skin cancer; Basal cell carcinoma; Cancer; Dermatology; Population; Actinic keratosis; Oncology; Internal medicine; Basal cell; Pharmacology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001071484,0.0004890175,0.003485194,0.0001269802,0.0001320414,0.00001621494,0.0001154773,0.0001848701,0.0002884311],"category_scores_gemma":[0.00008217127,0.0004140999,0.0004361455,0.0005952103,0.0002733555,0.0000331616,0.0001539746,0.0005394981,0.00002239529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609405,"about_ca_system_score_gemma":0.004557246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004436439,"about_ca_topic_score_gemma":0.0000827269,"domain_scores_codex":[0.9978819,0.0001192352,0.0006194516,0.0006989801,0.0003293922,0.0003510651],"domain_scores_gemma":[0.9982749,0.0002509074,0.0003924579,0.0005954709,0.000239924,0.0002463129],"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":[0.000001605135,0.000003659027,0.000004579125,0.1328195,0.001002179,0.0001404454,0.00006650828,9.69008e-8,2.135239e-7,0.0000147029,0.03815253,0.827794],"study_design_scores_gemma":[0.0001876571,0.00002049284,0.00001301579,0.2597431,0.004759288,0.00045988,0.00005736453,8.580698e-7,0.000001274628,0.000001052761,0.7345048,0.0002512462],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002682451,0.995268,0.000002965739,0.000649978,0.0005748777,0.001553015,0.000123087,0.0000446907,0.001780669],"genre_scores_gemma":[0.000001166941,0.994652,0.0002337261,0.002680737,0.0005804176,0.001129362,0.0001663112,0.00008310313,0.0004731937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8275427,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07547330587010637,"score_gpt":0.4045441070023317,"score_spread":0.3290708011322254,"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."}}