{"id":"W2132609491","doi":"10.1370/afm.1244","title":"Personalized Medicine and Tobacco-Related Health Disparities: Is There a Role for Genetics?","year":2011,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Human Genome Research Institute","keywords":"Medicine; Psychological intervention; Smoking cessation; Personalized medicine; Context (archaeology); Health care; Disadvantaged; Health equity; Precision medicine; Environmental health; Population; Family medicine; Gerontology; Public health; Psychiatry; Nursing; 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":[0.005790866,0.0003262454,0.0008626394,0.0009147222,0.0009542806,0.002046157,0.0005727515,0.001659822,0.005802741],"category_scores_gemma":[0.01405127,0.0001786571,0.0006636679,0.00119378,0.002250141,0.002867017,0.001671646,0.001791772,0.0001738031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629237,"about_ca_system_score_gemma":0.004711377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008497508,"about_ca_topic_score_gemma":0.0197211,"domain_scores_codex":[0.9974177,0.001645787,0.00007536459,0.0002359218,0.0004071841,0.0002179844],"domain_scores_gemma":[0.994712,0.003621039,0.0006082651,0.0003365846,0.000301607,0.0004203979],"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":[0.0003442201,0.0004639979,0.3084786,0.001234819,0.001042924,0.0008016798,0.003000991,0.002119429,0.001588113,0.1567733,0.01702674,0.5071252],"study_design_scores_gemma":[0.0001975511,0.0004780091,0.3073074,0.003815845,0.001241897,0.001554356,0.005697637,0.005737316,0.001367132,0.5727717,0.09968107,0.0001501437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1676036,0.0695423,0.02266708,0.7140307,0.001330735,0.0001504857,0.0005185365,0.0001089944,0.02404762],"genre_scores_gemma":[0.9057444,0.03258645,0.01468815,0.04288329,0.001735033,0.0001230443,0.0001703133,0.00002574737,0.002043503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008497508,"threshold_uncertainty_score":0.03062534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1934588002282145,"score_gpt":0.4035211279613938,"score_spread":0.2100623277331793,"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."}}