{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002437208,0.0002509145,0.0005201434,0.0001226795,0.0001450444,0.00003456668,0.00009609647,0.000116786,0.00002575966],"category_scores_gemma":[0.0001839218,0.0002126667,0.0001382601,0.0001777791,0.000103661,0.0001043499,0.00004005132,0.0001676228,0.000005464807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150961,"about_ca_system_score_gemma":0.0001044206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046976,"about_ca_topic_score_gemma":0.0001046774,"domain_scores_codex":[0.9984327,0.00002603968,0.0002793672,0.0004446085,0.0002113665,0.0006059489],"domain_scores_gemma":[0.9991896,0.0001712927,0.00008221822,0.0002625959,0.00009130214,0.0002029967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001342453,0.0001540075,0.08471112,0.0001117699,0.0003793645,0.00004693278,0.0006090859,0.000003322741,0.0003177143,0.0002941125,0.006813488,0.9052166],"study_design_scores_gemma":[0.002586318,0.0004046795,0.9668319,0.00001886883,0.0001761561,0.00005254398,0.0001322885,0.00002478029,0.01162873,0.0002285708,0.01767401,0.0002411171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865843,0.003634753,0.00008476543,0.00276251,0.0004053604,0.001876126,0.00004764333,0.0000752491,0.004529302],"genre_scores_gemma":[0.9948273,0.0003059901,0.0007318905,0.0008748331,0.0008651702,0.001452681,0.00001527557,0.0000304266,0.0008964279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9049755,"threshold_uncertainty_score":0.8672298,"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."}}