{"id":"W2930186048","doi":"10.1111/tbj.13281","title":"Challenges in utilizing oncoplastic techniques in breast conserving surgery","year":2019,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital; North York General Hospital; University of Ottawa; St. Michael's Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Library science; Gerontology; Computer science","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":[0.03907838,0.0002893244,0.000776758,0.0009225977,0.001078111,0.003967055,0.001289032,0.0008079219,0.002509097],"category_scores_gemma":[0.02443623,0.0002642404,0.0004359935,0.001319266,0.002555849,0.003517387,0.001395746,0.001769334,0.0007715744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009819013,"about_ca_system_score_gemma":0.005374036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031913,"about_ca_topic_score_gemma":0.01039675,"domain_scores_codex":[0.9915577,0.006033765,0.0007012623,0.0003199725,0.001037649,0.0003495342],"domain_scores_gemma":[0.9687734,0.01924915,0.002511739,0.002447187,0.005748524,0.001270068],"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":[0.001677299,0.001812381,0.07600717,0.002186514,0.0002211111,0.000863207,0.001389579,0.001047109,0.02316858,0.00903284,0.00447844,0.8781157],"study_design_scores_gemma":[0.0004431098,0.01841956,0.3653956,0.01075425,0.001257301,0.01706972,0.04239189,0.004162363,0.07168461,0.05629026,0.4118326,0.0002987872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5923731,0.2521212,0.02766224,0.08638439,0.002848839,0.0007275109,0.0003787329,0.0001094132,0.03739459],"genre_scores_gemma":[0.753592,0.1738553,0.05658086,0.008796189,0.002710445,0.0005170381,0.0002262828,0.0000786818,0.003643138],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03907838,"threshold_uncertainty_score":0.2066687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964165358237435,"score_gpt":0.2665040411950029,"score_spread":0.2368623876126286,"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."}}