{"id":"W2253866030","doi":"10.1016/j.ebiom.2016.02.009","title":"Precision Medicine: The new era in medicine","year":2016,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Precision medicine; MEDLINE; Medicine; Data science; Computer science; Biology; 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":[0.07113558,0.002647593,0.007412983,0.01021011,0.002892818,0.01604901,0.005061787,0.01258173,0.01384674],"category_scores_gemma":[0.09599864,0.001315252,0.003507251,0.007349608,0.02322511,0.01828627,0.009590116,0.02239104,0.006190382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008686076,"about_ca_system_score_gemma":0.01336603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478461,"about_ca_topic_score_gemma":0.001771069,"domain_scores_codex":[0.9391802,0.0305595,0.004381598,0.007822679,0.01678721,0.001268786],"domain_scores_gemma":[0.7451384,0.2043647,0.009009284,0.01824992,0.01791826,0.005319299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003009311,0.0001351871,0.002402844,0.01315313,0.00133035,0.0005767251,0.001584868,0.001711546,0.001550449,0.2663841,0.2265473,0.4843225],"study_design_scores_gemma":[0.00006482159,0.0001282259,0.001143232,0.009958372,0.0002256864,0.0008199107,0.000534394,0.0008373883,0.0005673898,0.3837177,0.601835,0.0001677964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0008737726,0.705561,0.05419708,0.2003501,0.01838107,0.0001359998,0.0009625906,0.001072921,0.01846543],"genre_scores_gemma":[0.03928364,0.6850727,0.0807107,0.1211222,0.0660476,0.0005728914,0.001099593,0.0005143187,0.005576367],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07113558,"threshold_uncertainty_score":0.3762054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916029216085999,"score_gpt":0.3358057600933225,"score_spread":0.3066454679324625,"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."}}