{"id":"W2590750405","doi":"10.1200/jco.2013.31.31_suppl.47","title":"Identifying knowledge-translation opportunities in the treatment of locally advanced breast cancer.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Jewish General Hospital; Princess Margaret Cancer Centre; BC Cancer Agency","funders":"","keywords":"Medicine; Expert opinion; Knowledge translation; Lumpectomy; Guideline; Breast cancer; Psychological intervention; Systematic review; Medical physics; MEDLINE; Cancer; Mastectomy; Intensive care medicine; Pathology; Nursing; Knowledge management","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":[0.1746207,0.0006159944,0.001344625,0.007631578,0.002189838,0.006131928,0.00212354,0.002200068,0.002373939],"category_scores_gemma":[0.3146245,0.000720541,0.001592735,0.007109951,0.002377817,0.005253718,0.005408477,0.002062585,0.0003624329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02235458,"about_ca_system_score_gemma":0.1261278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06366257,"about_ca_topic_score_gemma":0.09993262,"domain_scores_codex":[0.8859719,0.07073587,0.01432432,0.003111504,0.0223215,0.003534937],"domain_scores_gemma":[0.6710177,0.2319303,0.03572547,0.00615286,0.05014497,0.005028729],"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":[0.0004881364,0.0004960895,0.06923967,0.08489078,0.0005365639,0.001352425,0.09074072,0.0009730864,0.001671399,0.005310331,0.01518163,0.7291193],"study_design_scores_gemma":[0.001072344,0.002377611,0.3004567,0.3274559,0.003430203,0.003057186,0.1693145,0.007997478,0.005204722,0.02490824,0.154249,0.0004759646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5692976,0.1712645,0.03251416,0.1435414,0.001473564,0.02573756,0.003301393,0.0002589804,0.05261086],"genre_scores_gemma":[0.8757645,0.03241593,0.07503356,0.00716733,0.0001415429,0.007315055,0.001117504,0.00003717032,0.001007431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746207,"threshold_uncertainty_score":0.9234935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2291676904150026,"score_gpt":0.4732643116737066,"score_spread":0.2440966212587041,"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."}}