{"id":"W2104199435","doi":"10.1002/cncr.20153","title":"Effect of margins on ipsilateral breast tumor recurrence after breast conservation therapy for lymph node‐negative breast carcinoma","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Lymph node; Breast cancer; Oncology; Breast carcinoma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009132926,0.0003071667,0.0003011497,0.00004369993,0.00008358285,0.00001448318,0.0001343131,0.00008856154,0.00003591167],"category_scores_gemma":[0.00001152924,0.0002450782,0.000158391,0.0001048554,0.0001769713,0.00001076534,0.00004287927,0.00005511796,0.000004756011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800531,"about_ca_system_score_gemma":0.000180676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007631053,"about_ca_topic_score_gemma":0.0001007301,"domain_scores_codex":[0.9988254,0.00005864453,0.0002056754,0.0004670234,0.0001394734,0.0003037295],"domain_scores_gemma":[0.9992449,0.00004111279,0.0001449507,0.0002948566,0.000205666,0.00006849866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0314303,0.0004901536,0.8709364,0.0003646426,0.0007469927,0.00001624294,0.0006522007,0.0002497511,0.03589541,0.0001083428,0.0009450125,0.05816457],"study_design_scores_gemma":[0.006118224,0.0005115023,0.8815392,0.0001968759,0.00006184205,0.0001389868,0.00002192788,0.00001034222,0.1108886,0.00005478942,0.0001866513,0.0002710907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943671,0.0008447521,0.00009515954,0.001083577,0.0002741592,0.0005851124,0.002653944,0.00001381314,0.00008236703],"genre_scores_gemma":[0.9976268,0.0001183157,0.0001215439,0.0006220191,0.0003247623,0.0009685153,0.0001314581,0.00003743986,0.00004909346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07499315,"threshold_uncertainty_score":0.9993998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007610982709567834,"score_gpt":0.2622449925333221,"score_spread":0.2546340098237543,"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."}}