{"id":"W2995256457","doi":"10.7759/cureus.6412","title":"Surface Mould Brachytherapy for Skin Cancers: The British Columbia Cancer Experience","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Brachytherapy; Common Terminology Criteria for Adverse Events; Medicine; Adverse effect; Skin cancer; Complete response; Cancer; Surgery; Nuclear medicine; Radiation therapy; Internal medicine; Chemotherapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001108917,0.00012695,0.0003232389,0.00000500241,0.0003214986,0.0002063422,0.0002111648,0.00007979301,0.001381427],"category_scores_gemma":[0.00003378633,0.0001348105,0.0001142481,0.000142715,0.0001454921,0.0001049949,0.00005088342,0.0001485474,0.00002336223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201866,"about_ca_system_score_gemma":0.0002431871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1015856,"about_ca_topic_score_gemma":0.169341,"domain_scores_codex":[0.998777,0.00001970259,0.000196567,0.0003807885,0.0002487142,0.000377204],"domain_scores_gemma":[0.999122,0.0001172313,0.00008912462,0.0004602198,0.0001362584,0.00007520188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001619502,0.00007506768,0.7639492,0.0001418219,0.0003234097,0.0000161277,0.003692106,0.00008077432,0.001633796,0.00002718096,0.2095146,0.02038397],"study_design_scores_gemma":[0.003011305,0.0004376945,0.3665667,0.0003072884,0.00008646309,0.00007240763,0.002298315,0.0002625976,0.001692805,0.0001468871,0.6247403,0.0003772514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724904,0.0204836,0.00005639413,0.001155178,0.001321166,0.001398631,0.00007663819,0.00004978246,0.002968258],"genre_scores_gemma":[0.9669642,0.002736865,0.0004950705,0.002061473,0.0005313155,0.0005620296,0.000007051187,0.00004826632,0.02659373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152257,"threshold_uncertainty_score":0.9995314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359702909661172,"score_gpt":0.316648918009226,"score_spread":0.2930518889126142,"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."}}