{"id":"W4406455133","doi":"10.1016/j.ymed.2015.06.119","title":"10.1016/j.ymed.2015.06.119","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Guideline; Radiation oncology; Oncology; Breast-conserving surgery; Radiation therapy; Clinical Oncology; Internal medicine; Surgical oncology; General surgery; Medical physics; Cancer; Mastectomy; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006275899,0.0008580736,0.0005011241,0.001354721,0.0007226494,0.002516594,0.0008202814,0.002617072,0.8688276],"category_scores_gemma":[0.00116454,0.0003565491,0.0005003542,0.0006373585,0.0007851899,0.001630624,0.001248336,0.001263704,0.8190913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006631052,"about_ca_system_score_gemma":0.001094721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062221,"about_ca_topic_score_gemma":0.001022548,"domain_scores_codex":[0.9997869,0.00002239847,0.0000179225,0.00005573467,0.0000640851,0.00005301782],"domain_scores_gemma":[0.9992034,0.0001054966,0.00009378645,0.00005846293,0.0001443216,0.0003945967],"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":[0.0003386821,0.0002838474,0.004258565,0.0005130472,0.00003481623,0.0005042276,0.00008986929,0.0001385415,0.001161497,0.004314534,0.2805644,0.707798],"study_design_scores_gemma":[0.00006941374,0.0001473262,0.005409071,0.0007448485,0.00003282781,0.003166799,0.0001871995,0.0001666331,0.0006812536,0.003684548,0.9856901,0.00002003311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006741703,0.02110094,0.002984716,0.01127084,0.003819689,0.0001590722,0.004790516,0.001875283,0.9472572],"genre_scores_gemma":[0.01753004,0.006621615,0.002022062,0.002232952,0.00116689,0.00008415878,0.002120598,0.0002303075,0.9679914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1311724,"threshold_uncertainty_score":0.1871015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003736213907507034,"score_gpt":0.190090769648543,"score_spread":0.186354555741036,"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."}}