{"id":"W4256006908","doi":"10.1016/b978-0-08-097086-8.14149-2","title":"Personalized Medicine","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Personalized medicine; Health care delivery; Medical care; Healthcare system; Medicine; Engineering ethics; Political science; Nursing; Engineering; Bioinformatics","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":[0.0008603336,0.0007289703,0.0006284404,0.001012371,0.0005296988,0.00289578,0.0008131745,0.00190125,0.2087725],"category_scores_gemma":[0.001850297,0.0003544928,0.0004423049,0.0008981353,0.0007640651,0.002242581,0.002148208,0.00286867,0.1209114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397735,"about_ca_system_score_gemma":0.000898193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006837858,"about_ca_topic_score_gemma":0.001908509,"domain_scores_codex":[0.9995344,0.0001154218,0.00002323857,0.00008916004,0.0002082509,0.00002950903],"domain_scores_gemma":[0.9995589,0.000165622,0.00002744318,0.00009418136,0.00006928377,0.00008470452],"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":[0.00002403961,0.00003990492,0.0001724719,0.0002723843,0.00002045577,0.00008843674,0.0001356319,0.0001519686,0.0008356413,0.03266011,0.3969955,0.5686035],"study_design_scores_gemma":[0.000005474319,0.000009956132,0.0002799368,0.0002760787,0.000006051348,0.0002715467,0.0000345649,0.00007557879,0.0001423314,0.01382824,0.9850644,0.00000588864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001277718,0.08525892,0.02209431,0.03140151,0.007082621,0.0001019871,0.001413454,0.00162982,0.8497397],"genre_scores_gemma":[0.008683724,0.05699981,0.01602084,0.01360076,0.003767206,0.0001344352,0.001469876,0.0003381388,0.8989851],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2087725,"threshold_uncertainty_score":0.6984136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474430712456612,"score_gpt":0.2701105071198278,"score_spread":0.2453661999952616,"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."}}