{"id":"W2562784458","doi":"10.2174/1573394713666161214124214","title":"Non-Melanoma Skin Cancer - Overview","year":2016,"lang":"en","type":"article","venue":"Current Cancer Therapy Reviews","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Skin cancer; Medicine; Dermatology; Melanoma; Photodynamic therapy; Radiation therapy; Cancer; Surgery; Cancer research; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000332635,0.0004812566,0.001228692,0.00009625115,0.000110928,0.00001909244,0.0002803277,0.00008065811,0.00508453],"category_scores_gemma":[0.00002671472,0.0002609229,0.0004537007,0.0003847816,0.0001513591,0.0001465444,0.00008054762,0.0002093595,0.0004668453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571323,"about_ca_system_score_gemma":0.0002826032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001367338,"about_ca_topic_score_gemma":0.0001180458,"domain_scores_codex":[0.9976055,0.00009078089,0.0006999128,0.0006651477,0.0003690769,0.0005696086],"domain_scores_gemma":[0.9984334,0.00005778551,0.0003516656,0.0007957928,0.0001347455,0.0002266011],"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":[0.0001220928,0.0001027634,0.08385124,0.0004824923,0.0001473128,0.000003551432,0.000162046,6.134336e-8,0.0009307352,0.00003558748,0.08019213,0.83397],"study_design_scores_gemma":[0.002554373,0.0001561863,0.07006653,0.00547144,0.0001123441,0.000007503158,0.000004452263,0.000001183912,0.002141036,0.0000539518,0.9190791,0.0003519136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0370863,0.9522435,0.0001122992,0.00421396,0.00302911,0.001914394,0.0000712805,0.00006074611,0.001268434],"genre_scores_gemma":[0.02251554,0.9683079,0.00008843075,0.001553699,0.002519975,0.002810481,0.000006344759,0.00007200211,0.002125642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.838887,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302303063965247,"score_gpt":0.4152392923913528,"score_spread":0.285008985994828,"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."}}