{"id":"W2146614724","doi":"10.1016/j.ijrobp.2011.06.241","title":"Recommendations for CTV Margins in Radiotherapy Planning for Nonmelanoma Skin Cancer","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Lesion; Skin cancer; Radiology; Cancer; Nuclear medicine; Surgery","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":[0.0004315172,0.0001863793,0.0005339084,0.0002570034,0.00007428835,0.00001203514,0.0002790164,0.0001831648,0.00009630826],"category_scores_gemma":[0.000178395,0.0001726379,0.000242438,0.0001301798,0.0001051846,0.0002061318,0.00002882372,0.0002730775,0.00000239284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009995811,"about_ca_system_score_gemma":0.0004835261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489314,"about_ca_topic_score_gemma":0.000027839,"domain_scores_codex":[0.9985532,0.00007664656,0.0007419719,0.000228664,0.000135714,0.0002638765],"domain_scores_gemma":[0.9979587,0.0005573975,0.0008375028,0.000114738,0.0004481747,0.00008345374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002262778,0.0005697046,0.7669562,0.00002400195,0.00126489,0.00001792398,0.004072129,0.0002112869,0.001396562,0.006629055,0.007812078,0.2087834],"study_design_scores_gemma":[0.03135567,0.00461492,0.468624,0.0003797868,0.0003287406,0.0002337826,0.000789132,0.003997945,0.008701538,0.01819444,0.4622214,0.0005586598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6341461,0.006332953,0.3099541,0.03008226,0.01351641,0.002478982,0.0008059081,0.00006688267,0.002616425],"genre_scores_gemma":[0.9170737,0.001987924,0.07334243,0.00240976,0.004556052,0.000327132,0.0001300147,0.00006040812,0.0001125725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4544093,"threshold_uncertainty_score":0.7039971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07097230805725409,"score_gpt":0.3972904241513173,"score_spread":0.3263181160940632,"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."}}