{"id":"W2094873540","doi":"10.1118/1.2962645","title":"TU‐FF‐A2‐02: Dual‐Fields Rotational Total Skin Electron Irradiation/therapy","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imaging phantom; Dosimetry; Ionization chamber; Nuclear medicine; Materials science; Linear particle accelerator; Dose profile; Irradiation; Field size; Beam (structure); Biomedical engineering; Optics; Physics; Medicine; Ionization; Nuclear physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001095318,0.000191921,0.0003457763,0.00003892418,0.0001704844,0.000007056425,0.00008934783,0.0001403642,0.0004400099],"category_scores_gemma":[0.0001753964,0.0001669069,0.0001201811,0.0003070146,0.0002332647,0.00008477765,0.0000393521,0.0004385577,0.0001134238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033418,"about_ca_system_score_gemma":0.0004078923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004905375,"about_ca_topic_score_gemma":0.000007459323,"domain_scores_codex":[0.9979132,0.00003708201,0.0002794724,0.0002971826,0.001119625,0.0003534271],"domain_scores_gemma":[0.9991884,0.0001674705,0.00007506829,0.0002326083,0.00009947825,0.0002370285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001267537,0.003619686,0.1964933,0.0002063623,0.001728918,0.001350227,0.008740718,0.00009723208,0.002148313,0.004670284,0.4987839,0.2808935],"study_design_scores_gemma":[0.008133708,0.00143377,0.9306184,0.0001268015,0.00008294727,0.0006118066,0.00005322941,0.0005253923,0.02682977,0.003720116,0.02721798,0.0006460946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707446,0.001443179,0.002832256,0.01565907,0.0006333048,0.0004213562,0.00001125566,0.0001170922,0.008137926],"genre_scores_gemma":[0.9904009,0.0005867343,0.0002024928,0.004548532,0.003486573,0.00006789668,0.00007088853,0.00003173855,0.0006042871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7341251,"threshold_uncertainty_score":0.6806266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017688958287045,"score_gpt":0.2834349370032213,"score_spread":0.2657459787161763,"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."}}