{"id":"W2903508586","doi":"","title":"Epinal 2 : 409 Patients overexposed during Radiotherapy for prostate cancer after daily use of portal imaging controls","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Prostate cancer; Radiation therapy; Medicine; Prostate; Image-guided radiation therapy; Radiology; Oncology; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830001,0.0004118553,0.0005015896,0.0009737413,0.00070546,0.0005042374,0.0002400118,0.0006424608,0.01793074],"category_scores_gemma":[0.000861155,0.0002220064,0.0004897302,0.0007821661,0.0002226447,0.0004388501,0.000470262,0.0002666921,0.002317354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343044,"about_ca_system_score_gemma":0.00027602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006414276,"about_ca_topic_score_gemma":0.003761018,"domain_scores_codex":[0.999815,0.00002746045,0.00001862324,0.00005674629,0.00001987371,0.00006223725],"domain_scores_gemma":[0.999587,0.0001034295,0.0001024068,0.00007879455,0.00004657692,0.00008187805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01501201,0.0008630345,0.9408061,0.0002938781,0.0002824832,0.005354404,0.0008135287,0.0004425891,0.003250982,0.0002344033,0.00549757,0.02714893],"study_design_scores_gemma":[0.0002800193,0.002962863,0.9767547,0.00004328782,0.0002180645,0.005386851,0.0007913719,0.0003253049,0.001730956,0.0002935493,0.01115483,0.00005821098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778276,0.0007225717,0.0004694955,0.0001074698,0.00005494911,0.00008564593,0.01438727,0.00004238907,0.006302588],"genre_scores_gemma":[0.9797754,0.0002740285,0.0001859294,0.0001805614,0.00009083571,0.00008819209,0.009093705,0.00002997519,0.01028133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793074,"threshold_uncertainty_score":0.05998433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135493178928017,"score_gpt":0.2513465188434072,"score_spread":0.239991587054127,"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."}}