{"id":"W2161074122","doi":"10.1158/1538-7445.sabcs14-p2-09-03","title":"Abstract P2-09-03: Got patient advocates? The value of patient advocate participation in a large research study to develop personalized risk-based breast cancer screening strategies","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Family medicine; Breast cancer screening; Focus group; Mammography; Cancer; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2360074,0.0005648685,0.0008109281,0.0008812765,0.00624099,0.005094348,0.002387273,0.005032831,0.01083103],"category_scores_gemma":[0.2804427,0.000816853,0.0006879573,0.001114285,0.001899237,0.005690883,0.006454426,0.004311759,0.002457758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534067,"about_ca_system_score_gemma":0.01711109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008661225,"about_ca_topic_score_gemma":0.002163416,"domain_scores_codex":[0.8638904,0.1239454,0.003178329,0.001629388,0.004886308,0.0024703],"domain_scores_gemma":[0.7122273,0.1930536,0.01423988,0.0172281,0.03025404,0.03299706],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007053288,0.0118343,0.141734,0.004848497,0.0002627721,0.002975874,0.1094529,0.000509925,0.004255277,0.00421961,0.1318796,0.5809739],"study_design_scores_gemma":[0.01146089,0.04670443,0.2299053,0.01552685,0.0008245623,0.003244239,0.2691436,0.007785555,0.01314038,0.01778303,0.3837939,0.000687269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6317682,0.003063886,0.02839531,0.2663258,0.003098117,0.03785222,0.0009940771,0.001169822,0.02733257],"genre_scores_gemma":[0.8235141,0.00223047,0.05480536,0.04281135,0.001543919,0.0705904,0.0005650875,0.0002069481,0.003732339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7639927,"threshold_uncertainty_score":0.9421389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2709379542052931,"score_gpt":0.5074012783658793,"score_spread":0.2364633241605862,"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."}}