{"id":"W2282875550","doi":"10.1177/1708538115624810","title":"The path to personalized vascular therapy – We are closer than we think","year":2016,"lang":"en","type":"article","venue":"Vascular","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Personalized medicine; Precision medicine; Vascular Medicine; Pharmacogenetics; Vascular surgery; Medical physics; Intensive care medicine; Bioinformatics; Internal medicine; Pathology","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":[0.02296233,0.001378069,0.003022077,0.001767582,0.003660182,0.01539368,0.002594799,0.0155,0.02323118],"category_scores_gemma":[0.03112307,0.0007494104,0.001847806,0.001475552,0.01779824,0.02926404,0.008152674,0.038568,0.01143429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00472457,"about_ca_system_score_gemma":0.009391268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754109,"about_ca_topic_score_gemma":0.002634573,"domain_scores_codex":[0.985759,0.005782374,0.0007842686,0.00190641,0.00467958,0.001088422],"domain_scores_gemma":[0.9655529,0.01902148,0.001722528,0.003754669,0.005342332,0.00460601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004434573,0.0004884385,0.003428027,0.002415787,0.0004714402,0.0005071462,0.002568172,0.001592285,0.003301304,0.3295362,0.3906512,0.2645966],"study_design_scores_gemma":[0.00006033945,0.00022224,0.001110254,0.001620734,0.00008738542,0.0008113256,0.001997715,0.0006130647,0.001052283,0.2865624,0.7057197,0.0001424696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00152157,0.08350235,0.02395728,0.8614071,0.01153458,0.00005459126,0.0002303142,0.0004418431,0.01735043],"genre_scores_gemma":[0.08159488,0.1745913,0.1049642,0.5799499,0.03136404,0.0002340687,0.0004833708,0.0007913788,0.02602692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02323118,"threshold_uncertainty_score":0.1214378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883842012014769,"score_gpt":0.2613956792499778,"score_spread":0.2425572591298301,"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."}}