{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242209,0.0008436808,0.002188841,0.004228326,0.0002985137,0.0008898727,0.0007363948,0.0007559727,0.004662759],"category_scores_gemma":[0.001020775,0.0003055085,0.0009029666,0.003622432,0.0004569314,0.001058382,0.000522123,0.0007147896,0.0008005511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027501,"about_ca_system_score_gemma":0.0007642753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275963,"about_ca_topic_score_gemma":0.003909184,"domain_scores_codex":[0.9997097,0.00006077189,0.00007604605,0.00004728395,0.00008701993,0.00001922331],"domain_scores_gemma":[0.9993743,0.0003618523,0.0001459574,0.00001678505,0.00007758271,0.00002351644],"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":[0.0001664477,0.0001019274,0.0002436075,0.08199882,0.0003917896,0.0003257281,0.0000615617,0.00009800542,0.00165217,0.0005036251,0.01235392,0.9021024],"study_design_scores_gemma":[0.0002837428,0.000689398,0.005919802,0.04409993,0.004334175,0.007073909,0.0003261684,0.0001191568,0.002813432,0.0008345852,0.9334494,0.0000564386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001158139,0.9994624,0.00002031104,0.00002745461,0.00004005755,0.000004560081,0.000008807685,0.000001647943,0.0003189768],"genre_scores_gemma":[0.001100897,0.9984893,0.0000743964,0.00007197185,0.00003923455,0.000005557012,0.00001279402,5.674756e-7,0.0002052709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004662759,"threshold_uncertainty_score":0.01559848,"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."}}