{"id":"W2112873380","doi":"10.1111/jdv.13228","title":"Daylight photodynamic therapy with methyl aminolevulinate cream is effective and nearly painless in treating actinic keratoses: a randomised, investigator‐blinded, controlled, phase <scp>III</scp> study throughout Europe","year":2015,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Actinic keratosis; Photodynamic therapy; Adverse effect; Dermatology; Actinic keratoses; Incidence (geometry); Scalp; Target lesion; Clinical endpoint; Randomized controlled trial; Surgery; 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":[0.001877099,0.0003829741,0.00188921,0.0003069646,0.0001313143,0.00001803992,0.0002959241,0.0001589337,0.000001640593],"category_scores_gemma":[0.001097822,0.000213115,0.0001601688,0.0003402195,0.0009582958,0.0001566595,0.0001822012,0.001081541,0.000001608123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005498284,"about_ca_system_score_gemma":0.0002096211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268259,"about_ca_topic_score_gemma":0.00000815064,"domain_scores_codex":[0.9940492,0.003947197,0.001028105,0.0003539156,0.0002628909,0.0003587072],"domain_scores_gemma":[0.9963669,0.001635307,0.001366736,0.0001909157,0.000186829,0.0002533256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03564619,0.001453451,0.9287528,0.00009291414,0.003392906,0.001519268,0.02025885,0.00002956742,0.002980863,0.0000511846,0.0005225964,0.005299402],"study_design_scores_gemma":[0.5862973,0.005062489,0.3543692,0.0005332048,0.001594851,0.02083123,0.006109335,0.0002464031,0.0228385,0.0003436279,0.001488258,0.0002856092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857812,0.009595525,0.00004208178,0.001953472,0.0001171498,0.001361357,0.000004154746,0.00001098324,0.001134102],"genre_scores_gemma":[0.997355,0.001191561,0.000160117,0.001038378,0.0001225917,0.00002568444,5.253066e-7,0.00004769581,0.00005845289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5743836,"threshold_uncertainty_score":0.8690579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183953925032114,"score_gpt":0.3296307222586962,"score_spread":0.2977911830083751,"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."}}