{"id":"W1568069127","doi":"10.1159/000090798","title":"Cutaneous Lymphomas – Radiotherapeutic Strategies","year":2005,"lang":"en","type":"review","venue":"Frontiers of radiation therapy and oncology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Medical physics; Dermatology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002219071,0.0004214337,0.002403209,0.0005467904,0.00009204551,0.00003220108,0.0001736383,0.0006948109,0.0002141661],"category_scores_gemma":[0.00003930442,0.0003420697,0.0003896291,0.0002981135,0.0003933379,0.00008846186,0.00002140623,0.0003238347,0.00001235922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007422434,"about_ca_system_score_gemma":0.002558413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002787576,"about_ca_topic_score_gemma":0.00001104103,"domain_scores_codex":[0.9978966,0.0003723066,0.0006844186,0.0003856281,0.0002925097,0.0003686027],"domain_scores_gemma":[0.9987366,0.0001994884,0.0004534121,0.0003330405,0.0001094248,0.000168088],"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":[0.0004738413,0.0002300018,0.000133458,0.001268178,0.001002894,0.00006427091,0.0005599704,0.000001826509,0.000002819123,0.0002681862,0.003556891,0.9924377],"study_design_scores_gemma":[0.001785495,0.001994305,0.00001466162,0.0003033394,0.0004159735,0.004064713,0.0002697987,0.00008626874,0.000004843988,0.00009622216,0.9907077,0.0002566871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000149371,0.995531,0.0002037258,0.0002054224,0.0003069847,0.001504161,0.00003480403,0.00004587839,0.002018619],"genre_scores_gemma":[0.0001074817,0.9969945,0.001053073,0.0002435022,0.0003282295,0.0001027526,0.0001404023,0.00007574901,0.0009543291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992181,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475256075106547,"score_gpt":0.3873122541995367,"score_spread":0.3325596934484712,"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."}}