{"id":"W2049920162","doi":"10.1016/j.ijrobp.2004.12.069","title":"What is the microscopic tumor extent beyond clinically delineated gross tumor boundary in nonmelanoma skin cancers?","year":2005,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Lesion; Skin cancer; Radiation therapy; Gross examination; Radiology; Radiation oncologist; Nuclear medicine; Cancer; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598939,0.0001534835,0.000288798,0.001001104,0.0002457153,0.0007665166,0.0002771037,0.0003532176,0.0009861873],"category_scores_gemma":[0.004079852,0.000207138,0.0002833158,0.0004205686,0.0007987158,0.001587142,0.0005084775,0.0003722024,0.0001410985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638387,"about_ca_system_score_gemma":0.000323509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930753,"about_ca_topic_score_gemma":0.004616826,"domain_scores_codex":[0.9996195,0.0001648612,0.00003599985,0.00005009914,0.00008764068,0.00004190293],"domain_scores_gemma":[0.9981316,0.0008562658,0.0005237359,0.0001149026,0.0002130035,0.0001604811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009452302,0.00006444466,0.9231413,0.000354589,0.0001351383,0.0008309086,0.0008190758,0.001178013,0.01565127,0.0008717852,0.0003915394,0.05561674],"study_design_scores_gemma":[0.0000123818,0.0003485201,0.9898137,0.00007699565,0.0001108874,0.002218388,0.001284245,0.001145106,0.002205682,0.0008955611,0.001873268,0.00001520294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909309,0.003489961,0.001402195,0.0003108928,0.00002601408,0.00002063329,0.0001032973,0.000017038,0.003699107],"genre_scores_gemma":[0.9987245,0.0004964594,0.0005027908,0.00003054198,0.00002830469,0.000006097175,0.00003466545,0.000005243481,0.0001713443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001930753,"threshold_uncertainty_score":0.008456111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832477498568311,"score_gpt":0.3544113316518774,"score_spread":0.3360865566661943,"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."}}