{"id":"W3184914919","doi":"10.1200/jco.21.00934","title":"Management of the Axilla in Early-Stage Breast Cancer: Ontario Health (Cancer Care Ontario) and ASCO Guideline","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; Juravinski Cancer Centre; Kingston General Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network; McMaster University; London Health Sciences Centre","funders":"","keywords":"Medicine; Guideline; Breast cancer; Axilla; Stage (stratigraphy); Cancer; Cancer registry; Gynecology; Oncology; Family medicine; General surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0124979,0.001148133,0.001953966,0.004020758,0.002099647,0.002669953,0.005947603,0.005666935,0.005866907],"category_scores_gemma":[0.0369828,0.0009790825,0.004297992,0.006038154,0.001881949,0.001840269,0.002592329,0.004223322,0.002256933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03285897,"about_ca_system_score_gemma":0.1423457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.680605,"about_ca_topic_score_gemma":0.8287126,"domain_scores_codex":[0.9874951,0.002852327,0.003173887,0.0005789214,0.004777712,0.001121963],"domain_scores_gemma":[0.968397,0.003568694,0.003206452,0.0005516167,0.02212009,0.002156238],"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":[0.00007937282,0.00004930071,0.003677004,0.0161541,0.0002957225,0.0001982112,0.0005324113,0.0005841337,0.0002983597,0.00478219,0.8871093,0.08623979],"study_design_scores_gemma":[0.0004891793,0.00006575139,0.01643055,0.06992391,0.001106527,0.0003571207,0.0004307824,0.0005375246,0.0002242358,0.003601797,0.9067232,0.0001095228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005747623,0.354974,0.01129507,0.4362609,0.01535811,0.01125055,0.04480044,0.0006329915,0.1196802],"genre_scores_gemma":[0.07258595,0.4718919,0.1327422,0.1829567,0.005841647,0.01701978,0.06007628,0.0004267151,0.05645892],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.680605,"threshold_uncertainty_score":0.642552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04774061728456526,"score_gpt":0.4223733268439016,"score_spread":0.3746327095593364,"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."}}