{"id":"W2045664118","doi":"10.1016/j.canrad.2011.02.004","title":"Comparaison dosimétrique de la radiothérapie conformationnelle, la radiothérapie conformationnelle avec modulation d’intensité, la radiothérapie conformationnelle en conditions stéréotaxiques et la radiothérapie en conditions stéréotaxiques robotisée des tumeurs cérébrales bénignes","year":2011,"lang":"fr","type":"article","venue":"Cancer/Radiothérapie","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Medicine; Cyberknife; Radiation therapy; Nuclear medicine; Radiosurgery; Craniopharyngioma; Radiology","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.00867981,0.003402097,0.004296492,0.003276441,0.002699934,0.00206245,0.002305475,0.003011471,0.007005569],"category_scores_gemma":[0.001662317,0.003772157,0.001825071,0.002615731,0.005915033,0.007434636,0.0005426441,0.003767209,0.0004089385],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004049989,"about_ca_system_score_gemma":0.002979837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156805,"about_ca_topic_score_gemma":0.0002926148,"domain_scores_codex":[0.9791445,0.007017483,0.005325387,0.00238494,0.002331702,0.003796041],"domain_scores_gemma":[0.9828877,0.006838187,0.003168991,0.002683708,0.00192605,0.002495361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002103107,0.005006683,0.007613061,0.008340381,0.0125153,0.003352082,0.2367114,0.07669466,0.009671452,0.4791782,0.1372985,0.0215152],"study_design_scores_gemma":[0.04134121,0.003453834,0.1133844,0.01204389,0.007353392,0.01839428,0.029698,0.4650324,0.01201734,0.02338745,0.2633544,0.01053938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.417099,0.06562967,0.3619704,0.008604971,0.006712402,0.01133541,0.004904298,0.003720671,0.1200232],"genre_scores_gemma":[0.9352307,0.02714771,0.0212505,0.00166926,0.002481506,0.001882799,0.003622815,0.0006920838,0.00602264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5181317,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092390932390413,"score_gpt":0.3238191345158172,"score_spread":0.302895225191913,"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."}}