{"id":"W2085961532","doi":"10.1002/cncr.21988","title":"Proceedings of the consensus conference on breast conservation, April 28 to May 1, 2005, Milan, Italy","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; Jewish General Hospital","funders":"","keywords":"Medicine; Cosmesis; Breast cancer; Consensus conference; Mastectomy; Breast-conserving surgery; Modalities; Stage (stratigraphy); Radiation therapy; Medical physics; General surgery; Oncology; Family medicine; Surgery; Internal medicine; Cancer","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":[0.02017922,0.001563968,0.001483688,0.002063013,0.002074533,0.003708514,0.00300098,0.007525026,0.01565983],"category_scores_gemma":[0.02107076,0.0006734148,0.001599315,0.001700718,0.00118525,0.001655812,0.003181216,0.0080259,0.006160779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005880534,"about_ca_system_score_gemma":0.01236618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007182102,"about_ca_topic_score_gemma":0.01467846,"domain_scores_codex":[0.9944238,0.001803822,0.0008661652,0.0005387017,0.001721677,0.0006458566],"domain_scores_gemma":[0.987709,0.002116149,0.001317924,0.0002968007,0.005551671,0.003008509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001865654,0.000059923,0.000663626,0.001634988,0.00005459054,0.0003316761,0.0002394893,0.0002096867,0.0004091988,0.001065707,0.9301473,0.0649973],"study_design_scores_gemma":[0.00008340318,0.00004490755,0.002638762,0.002980536,0.00006422155,0.0002473258,0.0003452619,0.0001134981,0.0001998978,0.0009892371,0.9922726,0.00002037431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005713738,0.1976319,0.008445201,0.3908048,0.3395769,0.003438534,0.003733334,0.0001769277,0.05047854],"genre_scores_gemma":[0.06341249,0.2858451,0.04028758,0.1501154,0.2047683,0.01056023,0.0157317,0.0005611547,0.228718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02017922,"threshold_uncertainty_score":0.1067191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319527430974392,"score_gpt":0.2496802521051853,"score_spread":0.2364849777954414,"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."}}