{"id":"W2112239594","doi":"10.1111/j.1468-3083.2011.04386.x","title":"Daylight photodynamic therapy for actinic keratosis: an international consensus","year":2011,"lang":"en","type":"review","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovaderm (Canada)","funders":"","keywords":"Daylight; Actinic keratosis; Medicine; Photodynamic therapy; Cosmesis; Dermatology; Keratosis; Actinic keratoses; Sunlight; Surgery; Internal medicine; Optics; Basal cell","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":[0.0005173843,0.0003047388,0.001870421,0.0002578174,0.00008623489,0.000004615974,0.000626124,0.0003355076,0.0000256496],"category_scores_gemma":[0.0001380785,0.0001792798,0.0005448487,0.0000829136,0.0005932476,0.00004654712,0.0001626744,0.0009007351,0.000003999682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003776497,"about_ca_system_score_gemma":0.0001757948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.949777e-7,"about_ca_topic_score_gemma":5.592796e-7,"domain_scores_codex":[0.9972489,0.001042764,0.001139429,0.0002366831,0.0001088296,0.0002234099],"domain_scores_gemma":[0.9971841,0.0003773734,0.002060193,0.0001906733,0.00009670786,0.00009097674],"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":[0.002168081,0.0005788169,0.01580779,0.006658954,0.01053376,0.0004249802,0.0006802498,4.939072e-7,0.00009178829,0.003497613,0.0115053,0.9480522],"study_design_scores_gemma":[0.001714049,0.0001286853,0.003441028,0.002024229,0.001213306,0.04058967,0.00001766902,0.000001519379,0.00009983419,0.0002345961,0.9503872,0.0001481496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006307431,0.9880046,0.000008601143,0.002068563,0.001046718,0.0004284839,0.0000264976,0.000006887178,0.002102166],"genre_scores_gemma":[0.01790579,0.9805133,0.000436586,0.0004837196,0.0004792922,0.00000864399,0.000004225507,0.00005247593,0.0001160193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9479041,"threshold_uncertainty_score":0.7310816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704072548087271,"score_gpt":0.3729178681691493,"score_spread":0.2958771426882766,"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."}}