{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103564,0.0001142212,0.0001896026,0.0002322708,0.0001711864,0.00029225,0.0001803672,0.00016682,0.0009522271],"category_scores_gemma":[0.004804727,0.0001059461,0.0003111636,0.0001735632,0.0002433254,0.0001879601,0.0002206038,0.0002094073,0.000117325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193436,"about_ca_system_score_gemma":0.0002237893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261621,"about_ca_topic_score_gemma":0.002344017,"domain_scores_codex":[0.9994685,0.0002239545,0.00004203088,0.00005648019,0.0001313081,0.00007774222],"domain_scores_gemma":[0.9968695,0.001322469,0.001276657,0.0001109556,0.0001687697,0.0002517255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001515417,0.00005734418,0.9844,0.00002420409,0.00006062167,0.0003117551,0.00007796547,0.0002039549,0.0008418721,0.00001079348,0.00008390423,0.01241228],"study_design_scores_gemma":[0.00001225254,0.0009764753,0.9972163,0.000007549938,0.00006219144,0.0009077315,0.00005165237,0.0001503087,0.0004107913,0.000009034008,0.0001929065,0.000002620316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989674,0.0007028448,0.00004110829,0.0000182809,0.000004410816,0.000004376344,0.00002159273,0.000001960568,0.0002379554],"genre_scores_gemma":[0.9997399,0.0001031484,0.00003099983,0.000007960907,0.00000599016,0.000002612546,0.00003678409,0.000001075419,0.00007154042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261621,"threshold_uncertainty_score":0.005477071,"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."}}