{"id":"W2122448741","doi":"10.1136/bmjopen-2011-000110","title":"Personalised medicine in Canada: a survey of adoption and practice in oncology, cardiology and family medicine","year":2011,"lang":"en","type":"article","venue":"BMJ Open","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Calgary; PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine; Family medicine; Genetic testing; Clinical Practice; Exploratory research; Genetic counseling; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001755128,0.0002067307,0.0003167043,0.001569098,0.002839828,0.001626919,0.0008944299,0.0006769229,0.003005842],"category_scores_gemma":[0.006308617,0.0003080742,0.0003832947,0.00536793,0.001115583,0.0006099325,0.0009765993,0.0009284123,0.0002665462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03414342,"about_ca_system_score_gemma":0.04396414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895244,"about_ca_topic_score_gemma":0.9902543,"domain_scores_codex":[0.9973013,0.0002428213,0.0001946218,0.0002081033,0.001446817,0.0006063994],"domain_scores_gemma":[0.9897558,0.001153224,0.002056294,0.0001441372,0.003858277,0.003032198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001119998,0.0001338111,0.9423092,0.0003543322,0.00003347746,0.0003406075,0.02501519,0.0001339774,0.0004801778,0.0002595001,0.006324032,0.02450364],"study_design_scores_gemma":[0.00001067332,0.00007398638,0.9806411,0.0001051817,0.000007794234,0.0001045427,0.01277785,0.0002306893,0.00007498277,0.00002255788,0.005928671,0.00002211254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869747,0.001072046,0.0001347801,0.002725936,0.00002210979,0.0001787398,0.004032396,0.00002113832,0.004838169],"genre_scores_gemma":[0.9946464,0.001228085,0.0005089571,0.0009862086,0.00001261184,0.00005546567,0.001038036,0.000006526916,0.001517735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9658566,"threshold_uncertainty_score":0.247729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454785591101068,"score_gpt":0.4143189644633341,"score_spread":0.2688404053532273,"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."}}