{"id":"W69898345","doi":"","title":"Methyl aminolevulinate-PDT for actinic keratoses and superficial nonmelanoma skin cancers.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; BC Cancer Agency","funders":"","keywords":"Actinic keratoses; Medicine; Dermatology; Skin cancer; Photodynamic therapy; Cryosurgery; Basal cell carcinoma; Basal cell; Bowen's disease; Surgery; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001459767,0.0001845094,0.0003410054,0.0006078772,0.0002064764,0.0001530276,0.0001988514,0.0002916655,0.002918813],"category_scores_gemma":[0.0007462626,0.0001038958,0.000489687,0.000457166,0.0001303505,0.0002204564,0.0001630747,0.0002131449,0.0002718605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982486,"about_ca_system_score_gemma":0.0005744704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982737,"about_ca_topic_score_gemma":0.007172076,"domain_scores_codex":[0.999524,0.000327171,0.00004782978,0.00002008675,0.00005399364,0.00002694979],"domain_scores_gemma":[0.9997175,0.0001141434,0.0000613947,0.00001874895,0.000037912,0.00005028117],"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":[0.04329921,0.004812155,0.07449833,0.01406144,0.0016745,0.002493066,0.0005169626,0.0001356221,0.02876465,0.0005869084,0.008495644,0.8206615],"study_design_scores_gemma":[0.02704696,0.1396167,0.6695176,0.003140238,0.005179478,0.01185345,0.0009898579,0.0002602369,0.0238316,0.0005506447,0.1179724,0.00004082882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5499585,0.4402969,0.0002820615,0.001376031,0.0002474545,0.0005870608,0.0003213364,0.0000210112,0.006909569],"genre_scores_gemma":[0.8627393,0.1303977,0.0008210854,0.0006799501,0.0003789343,0.0002209031,0.0004206498,0.000003909163,0.00433763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002918813,"threshold_uncertainty_score":0.009764373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958853148276718,"score_gpt":0.2734117533713292,"score_spread":0.243823221888562,"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."}}