{"id":"W2904074681","doi":"10.1002/bjs5.50121","title":"Complete excision with narrow margins provides equivalent local control to wider excision in breast conservation for invasive cancer","year":2018,"lang":"en","type":"article","venue":"BJS Open","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research","keywords":"Medicine; Hazard ratio; Wide local excision; Demographics; Breast cancer; Radiation therapy; Surgery; Cancer; Oncology; Internal medicine; Confidence interval; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009206934,0.0001248606,0.0004633795,0.0002515506,0.0001155942,0.0003821311,0.0002103684,0.0001931697,0.002361692],"category_scores_gemma":[0.003140621,0.0001280956,0.0003020237,0.0002021071,0.000269872,0.0004415641,0.0004377751,0.0002702253,0.0002612929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281601,"about_ca_system_score_gemma":0.0001184268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959099,"about_ca_topic_score_gemma":0.0006110479,"domain_scores_codex":[0.9994839,0.0002524144,0.00003210674,0.00005902085,0.000126328,0.00004627924],"domain_scores_gemma":[0.9991087,0.0004191663,0.0002582089,0.0000686932,0.00002753343,0.000117641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0157187,0.001088125,0.2043912,0.001010335,0.0004836305,0.001493616,0.0003732886,0.003382936,0.01599311,0.0006529426,0.001910052,0.7535021],"study_design_scores_gemma":[0.0004163137,0.0152416,0.9622433,0.0002051997,0.0003368181,0.008686882,0.0004748271,0.002783803,0.002595553,0.001386221,0.005594871,0.00003469791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836385,0.01357319,0.001166672,0.0001558239,0.00003359657,0.00001920003,0.00003685043,0.00001535326,0.001360625],"genre_scores_gemma":[0.9971541,0.001936165,0.0004443304,0.00004253391,0.00004597443,0.000007718599,0.00005136816,0.000006077181,0.0003117017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361692,"threshold_uncertainty_score":0.007900596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098156717345902,"score_gpt":0.317269320900897,"score_spread":0.286287753727438,"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."}}