{"id":"W2047626366","doi":"10.1007/bf02524213","title":"Multifocal post radiation malignancies","year":2004,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Radiation oncology; Medical physics; Radiation therapy; Radiology; General 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":[0.0001156464,0.00008200029,0.0003051222,0.00007627345,0.00003131964,0.000002266763,0.00004337835,0.0001957102,0.0002054425],"category_scores_gemma":[0.00004313323,0.00006001852,0.0001601763,0.0001139223,0.0001685944,0.00004448097,0.00002003118,0.0001130511,0.00009589477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002687949,"about_ca_system_score_gemma":0.0002619551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302875,"about_ca_topic_score_gemma":0.000004274375,"domain_scores_codex":[0.9992303,0.00003286644,0.0002592689,0.0001310146,0.0001394016,0.0002071309],"domain_scores_gemma":[0.9993821,0.00009424285,0.00008268746,0.0001067416,0.0001410247,0.0001931659],"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":[0.01171823,0.01302243,0.01375425,0.0003756294,0.001111716,0.01189104,0.001347557,0.0009865514,0.04765576,0.06617848,0.02200667,0.8099517],"study_design_scores_gemma":[0.006728135,0.003225518,0.04794447,0.0001250536,0.0001231904,0.0004770794,0.0001117553,0.0000318871,0.03003065,0.001091387,0.9099385,0.0001723578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447126,0.003585148,0.00001099537,0.03382366,0.0001541532,0.0001473186,0.00002258605,0.00004083951,0.01750272],"genre_scores_gemma":[0.9926513,0.005263416,0.0001070196,0.001548752,0.0001281391,0.000005479799,0.00003181965,0.000008022888,0.0002560263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8879318,"threshold_uncertainty_score":0.2447484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688119882721008,"score_gpt":0.368757702404822,"score_spread":0.3218765035776119,"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."}}