{"id":"W4220657825","doi":"10.1016/j.clon.2022.02.016","title":"Hypofractionated Radiation Therapy in Keratinocyte Carcinoma","year":2022,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Cosmesis; Radiation therapy; Brachytherapy; Population; Radiology; Medical physics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001248788,0.0003317315,0.003654445,0.0002627322,0.00007964983,0.000006024462,0.0001872152,0.0007479545,0.001629588],"category_scores_gemma":[0.001164442,0.0002698286,0.000702998,0.0004756552,0.0001719216,0.00004696013,0.0001425014,0.002003456,0.0001750335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660412,"about_ca_system_score_gemma":0.002621497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007429458,"about_ca_topic_score_gemma":0.00003630423,"domain_scores_codex":[0.9956939,0.001256072,0.001838907,0.0006694264,0.0002348024,0.0003068419],"domain_scores_gemma":[0.993934,0.004653031,0.0007891878,0.0004503332,0.00004432698,0.0001291356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000170593,0.0005579586,0.00675707,0.0006103587,0.0002673325,0.0004508099,0.00001851124,1.708139e-7,1.499495e-8,0.0000259081,0.005113683,0.9860276],"study_design_scores_gemma":[0.002671822,0.002870238,0.03613172,0.0003131095,0.0003549354,0.0001712542,0.00001255323,0.000004341333,7.227907e-8,0.00002171195,0.9572468,0.0002014417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000386095,0.9854013,0.000001004406,0.0006811483,0.002883261,0.001409948,0.00001687554,0.00004024477,0.009180063],"genre_scores_gemma":[0.0001142936,0.9948968,0.0001551149,0.001445791,0.001464037,0.0007821735,0.0002847066,0.00006149785,0.000795636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858261,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3634401748123134,"score_gpt":0.5383991857002134,"score_spread":0.1749590108878999,"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."}}