{"id":"W1897836675","doi":"","title":"How Genomics is Changing Medical Practice","year":2012,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacogenomics; Genomics; Personalized medicine; Medicine; Precision medicine; Intellectual disability; Bioinformatics; Genome; Genetics; Psychiatry; Biology; Pathology; Gene; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217236,0.0002017038,0.0003274702,0.0001121034,0.0001423019,0.00001935556,0.0004875119,0.0003279391,0.0007392315],"category_scores_gemma":[0.005912413,0.0001397108,0.0001632233,0.0001192226,0.0004144006,0.00001711955,0.0002060898,0.0004589949,0.000009855889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002787843,"about_ca_system_score_gemma":0.0004480049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055975,"about_ca_topic_score_gemma":0.000001901585,"domain_scores_codex":[0.9971243,0.0001244412,0.0004470187,0.0002022035,0.001535444,0.0005666119],"domain_scores_gemma":[0.9976892,0.00006819346,0.0003109179,0.00022501,0.0002789363,0.001427733],"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":[0.0007429481,0.001502922,0.00708482,0.000249114,0.001532555,0.000850978,0.006507165,0.000005290488,0.05306254,0.001037524,0.6188739,0.3085502],"study_design_scores_gemma":[0.002586127,0.0004593886,0.0008536592,0.0001952713,0.0001574336,0.005905099,0.004545733,0.00008784036,0.004494664,0.00005986411,0.9804098,0.0002451008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7486781,0.02147689,0.01514294,0.208325,0.002737231,0.0002394814,0.00005927353,0.00001978963,0.003321203],"genre_scores_gemma":[0.9730499,0.003951777,0.001272415,0.0131018,0.007720171,0.000003756856,0.0001323686,0.00003361318,0.0007341561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615359,"threshold_uncertainty_score":0.8094067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879486716624385,"score_gpt":0.3099944453914363,"score_spread":0.2911995782251924,"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."}}