{"id":"W1986977828","doi":"10.1002/cncr.11218","title":"Factors influencing arm and axillary symptoms after treatment for node negative breast carcinoma","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Coalition for Research in Women's Health; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Breast carcinoma; Breast cancer; Axilla; Contraindication; Surgery; Odds ratio; Axillary Lymph Node Dissection; Breast surgery; Internal medicine; Cancer; Pathology","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":[0.0003892753,0.000129487,0.000297992,0.0002367054,0.0001762236,0.0002741079,0.0001267034,0.000239848,0.001207963],"category_scores_gemma":[0.002499055,0.00008465446,0.0002914184,0.0003621396,0.0002031874,0.000167009,0.0001612538,0.0003484363,0.00009433299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458355,"about_ca_system_score_gemma":0.0002600151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008571355,"about_ca_topic_score_gemma":0.001534531,"domain_scores_codex":[0.9996958,0.00009720646,0.00003112166,0.00003925796,0.00007476478,0.00006195098],"domain_scores_gemma":[0.99792,0.0006363052,0.001091455,0.00003369754,0.00006439332,0.0002542151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002743584,0.00008763128,0.9974954,0.00001480542,0.00002892833,0.00007807917,0.00003836646,0.00003029837,0.0002908495,0.000003572467,0.00004359055,0.001614063],"study_design_scores_gemma":[0.000008708588,0.0002188933,0.9993856,0.000002906928,0.00001574281,0.0002073077,0.00004817058,0.00003075658,0.00002756849,0.000004170023,0.00004887319,0.000001324063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995643,0.0002148177,0.00001783724,0.00002550412,0.000002851893,0.000004659072,0.00003089408,8.269703e-7,0.0001382206],"genre_scores_gemma":[0.9997309,0.00008961374,0.00002755812,0.00002755777,0.0000107127,0.000006086079,0.00006153942,5.938168e-7,0.00004545801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207963,"threshold_uncertainty_score":0.004041076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501990579401303,"score_gpt":0.2606652177078991,"score_spread":0.2456453119138861,"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."}}