{"id":"W2007522873","doi":"10.1016/j.clon.2010.07.014","title":"Palliative Radiotherapy for Non-melanoma Skin Cancer","year":2010,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Skin cancer; Regimen; Melanoma; Palliative care; Cancer; Retrospective cohort study; Basal cell carcinoma; Basal cell; Internal medicine; Surgery; Oncology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006269284,0.0001759505,0.0009467716,0.00004766023,0.00008223061,0.000005534811,0.0001552787,0.0004598867,0.0006255627],"category_scores_gemma":[0.0007146468,0.0001376771,0.0003098622,0.0001002498,0.000491153,0.00002906343,0.00004901222,0.0006648767,0.00005027818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776336,"about_ca_system_score_gemma":0.0006817746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005998823,"about_ca_topic_score_gemma":0.000807396,"domain_scores_codex":[0.9983661,0.0000596117,0.0006446707,0.0004499138,0.0001185298,0.0003612092],"domain_scores_gemma":[0.9966874,0.002324362,0.0002441362,0.0003438259,0.000182911,0.0002173352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736022,0.0006774648,0.627246,0.00004695669,0.0006481552,0.00004783386,0.0003310085,5.075116e-7,0.001070739,0.0004170073,0.05806888,0.3097095],"study_design_scores_gemma":[0.00487419,0.00258058,0.5126441,0.00001643059,0.00009587512,0.000008606053,0.00003052443,0.0000967595,0.0003048685,0.0002155129,0.4790263,0.000106341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573469,0.0008057627,0.001046156,0.02265821,0.006860921,0.001368205,0.00003742363,0.00005370746,0.009822764],"genre_scores_gemma":[0.9353936,0.001891273,0.03703871,0.01175441,0.008835837,0.0009848325,0.00001627625,0.00006948385,0.004015578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4209574,"threshold_uncertainty_score":0.6849473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08855155100150044,"score_gpt":0.4988617978195983,"score_spread":0.4103102468180979,"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."}}