{"id":"W2059896643","doi":"10.1023/a:1006359308505","title":"Resection margin status in lumpectomy specimens of infiltrating lobular carcinoma","year":2000,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Lumpectomy; Margin (machine learning); Lobular carcinoma; Medicine; Carcinoma; Invasive lobular carcinoma; Breast cancer; Resection; Mastectomy; Radiology; Pathology; Oncology; Cancer; Internal medicine; Surgery; Ductal carcinoma; Invasive ductal carcinoma","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":[0.0004356366,0.0001495812,0.0001622556,0.0005867131,0.0002292637,0.0002729813,0.0001299369,0.0001818062,0.0009457479],"category_scores_gemma":[0.000763405,0.0001194527,0.0000660182,0.0003525729,0.0002173241,0.0002121967,0.0001865894,0.0001298504,0.0002072275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514278,"about_ca_system_score_gemma":0.0001790362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554198,"about_ca_topic_score_gemma":0.002441304,"domain_scores_codex":[0.9998565,0.00004326755,0.00002232309,0.00002049439,0.00002691333,0.00003057651],"domain_scores_gemma":[0.9997323,0.000103686,0.00005417683,0.00002785183,0.00003911186,0.00004285654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005579936,0.0001719468,0.6961306,0.0001866641,0.00005409761,0.001723741,0.0008427618,0.0002055152,0.2835879,0.0002231766,0.0002282951,0.01106523],"study_design_scores_gemma":[0.00002044991,0.0005717784,0.9754686,0.000008460953,0.00005759492,0.001556339,0.0005806205,0.0001736977,0.02034515,0.00005180111,0.001160278,0.000005077881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989092,0.0003978146,0.00004854186,0.00000984886,0.000002870334,0.000004255263,0.00006892357,0.000002275249,0.0005563445],"genre_scores_gemma":[0.9989473,0.000242376,0.00009105272,0.0000122721,0.000004257431,0.000007182932,0.0001832824,0.00000158546,0.000510654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001554198,"threshold_uncertainty_score":0.003163815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868393122932253,"score_gpt":0.3270239615652473,"score_spread":0.2983400303359248,"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."}}