{"id":"W4237968117","doi":"10.1016/j.ijrobp.2006.07.1275","title":"2856","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Stent; Brachytherapy; Nuclear medicine; Voxel; Restenosis; Angioplasty; Monte Carlo method; Percutaneous; Radiation therapy; Biomedical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002893405,0.0001540184,0.0003441797,0.000145289,0.00004566542,0.00002612748,0.0002774096,0.0001208062,0.0002324813],"category_scores_gemma":[0.00009123274,0.000133666,0.0002434785,0.000122159,0.000117529,0.0002247121,0.00005580347,0.0002667899,0.0001080582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007301656,"about_ca_system_score_gemma":0.0002800822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002178675,"about_ca_topic_score_gemma":0.000003554769,"domain_scores_codex":[0.9985915,0.0001021176,0.000638604,0.0001724536,0.0002995376,0.0001957182],"domain_scores_gemma":[0.9984711,0.0001003318,0.0006404687,0.0001358676,0.0005411609,0.0001110957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007329171,0.001582156,0.6229907,0.00001676535,0.0009358829,0.000303463,0.0001507662,0.001311135,0.01095901,0.04740421,0.03598454,0.2776285],"study_design_scores_gemma":[0.01043731,0.001511897,0.3174577,0.00007658223,0.0003411886,0.0004341746,0.00006831809,0.003196935,0.002399501,0.04483017,0.618926,0.0003201839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434927,0.0006432799,0.01983545,0.01420053,0.003798074,0.0003080678,0.00004755639,0.00009388205,0.01758053],"genre_scores_gemma":[0.9893269,0.0001303412,0.002789014,0.00262223,0.004557571,0.00000763453,0.0001063023,0.00002183278,0.0004381575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5829415,"threshold_uncertainty_score":0.5450742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538571985912112,"score_gpt":0.3193241854720413,"score_spread":0.3039384656129202,"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."}}