{"id":"W2149879002","doi":"10.3747/co.v17i5.587","title":"Personalized Medicine: A Personal View","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Genetic testing; Personalized medicine; Breast cancer; Clinical Practice; Alternative medicine; Bioinformatics; Cancer; Family medicine; Pathology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008468238,0.001033926,0.001319025,0.001431733,0.002054874,0.009839528,0.001259305,0.009257139,0.02535513],"category_scores_gemma":[0.01697429,0.0005092354,0.0008956225,0.001196616,0.006720522,0.01254668,0.005885475,0.02208296,0.01311475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983503,"about_ca_system_score_gemma":0.002264326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007547886,"about_ca_topic_score_gemma":0.001304918,"domain_scores_codex":[0.9954309,0.002190735,0.0002461169,0.0005677852,0.001379219,0.0001852418],"domain_scores_gemma":[0.9907146,0.004721669,0.0003058278,0.001124041,0.001477399,0.001656552],"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":[0.00003928943,0.00004681527,0.0005496345,0.0002924228,0.00008995301,0.0002547878,0.0008166495,0.0003392859,0.0004044729,0.06985862,0.8015267,0.1257814],"study_design_scores_gemma":[0.00001781861,0.00003219502,0.0003563273,0.0004873639,0.00003201743,0.001001558,0.0004502752,0.0001837385,0.0001151763,0.08019474,0.9170967,0.00003220786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005185782,0.04404225,0.008838335,0.8952055,0.0153048,0.00001732428,0.0001617369,0.0002863818,0.0356251],"genre_scores_gemma":[0.03078026,0.09947425,0.01356464,0.7250156,0.08218966,0.00009661431,0.0002186934,0.0002952876,0.04836491],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02535513,"threshold_uncertainty_score":0.08482134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897648048471234,"score_gpt":0.407162313829815,"score_spread":0.3481858333451027,"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."}}