{"id":"W1964063383","doi":"10.1016/j.det.2006.09.006","title":"Photodynamic Therapy for Actinic Keratoses","year":2007,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Actinic keratoses; Photodynamic therapy; Medicine; Dermatology; Basal cell; Actinic keratosis; Pathology","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":[0.0005237494,0.0007589276,0.004350793,0.0002593273,0.0001540758,0.00002892861,0.0003437088,0.0009599832,0.0001044376],"category_scores_gemma":[0.0004647432,0.0005030493,0.002061015,0.0003722691,0.0001945859,0.0000352313,0.000108595,0.0007814775,0.000170064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295387,"about_ca_system_score_gemma":0.000763899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002983324,"about_ca_topic_score_gemma":0.000005234995,"domain_scores_codex":[0.9967147,0.0001051615,0.001508476,0.0007620465,0.0002699979,0.00063959],"domain_scores_gemma":[0.9949247,0.003031825,0.0008735764,0.000853497,0.0001655581,0.000150797],"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":[0.0001177893,0.0001921944,0.000437927,0.00965835,0.00104006,0.0001573702,0.00002100552,4.969336e-8,3.654794e-8,0.00004143604,0.01101003,0.9773238],"study_design_scores_gemma":[0.001378458,0.0004152603,0.00008135128,0.003968956,0.001018456,0.001281,0.00002030537,0.000006381284,0.0000020431,0.0001006431,0.9912662,0.0004609552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001908689,0.9929256,0.00009787392,0.00009501335,0.001155659,0.003524067,0.0001438873,0.0001591128,0.001707876],"genre_scores_gemma":[0.00003542443,0.9949642,0.001560138,0.001239643,0.0004553134,0.0007618925,0.0003997031,0.0001323798,0.0004512567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802561,"threshold_uncertainty_score":0.9997421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1932067951949136,"score_gpt":0.484144708437924,"score_spread":0.2909379132430103,"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."}}