{"id":"W2106440215","doi":"10.3747/co.21.1727","title":"Predictors of Recurrence after Radiotherapy for Non-Melanoma Skin Cancer","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Basal cell carcinoma; Melanoma; Basal cell; Skin cancer; Immunosuppression; Oncology; Multivariate analysis; Internal medicine; Cancer; Dermatology; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005587866,0.0001223586,0.0002472666,0.0004651095,0.0002161315,0.0002821166,0.0002296006,0.0002672983,0.00107561],"category_scores_gemma":[0.003252561,0.0001811391,0.0005165386,0.0004019856,0.0001424568,0.0002378522,0.0001749783,0.0003543777,0.0001505377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042144,"about_ca_system_score_gemma":0.000231361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100441,"about_ca_topic_score_gemma":0.005629,"domain_scores_codex":[0.9996555,0.0001509691,0.00003462031,0.00002907127,0.00006896795,0.00006082269],"domain_scores_gemma":[0.9983038,0.0006488689,0.0007140868,0.00008444316,0.0001202467,0.0001286626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717799,0.00004486831,0.9960055,0.00001345016,0.00005388095,0.0001265552,0.0000561661,0.00005086874,0.0001506804,0.000006909474,0.00007792189,0.003141449],"study_design_scores_gemma":[0.000006164442,0.0001838828,0.998957,0.000007175963,0.00004926089,0.0003761625,0.00006546092,0.0001061185,0.000114112,0.00000790033,0.0001245517,0.000002099245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985756,0.001062145,0.00003428677,0.00003067034,0.000004083833,0.00000423139,0.00005147245,0.000002019468,0.000235538],"genre_scores_gemma":[0.9995661,0.0002089743,0.00002204689,0.000008704657,0.000009579744,0.000003514089,0.00007864748,9.976887e-7,0.0001013993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003100441,"threshold_uncertainty_score":0.006164789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742410926591274,"score_gpt":0.3945723258984449,"score_spread":0.3471482166325321,"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."}}