{"id":"W4224118280","doi":"10.1016/j.ijrobp.2022.03.029","title":"pN0(i+) and pN1mi Breast Cancer: Treatment and Outcomes in Comparison With pN0 and pN1a in the Modern Era","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency; BC Cancer Foundation; Varian Medical Systems","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Breast-conserving surgery; Mastectomy; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005427398,0.000135791,0.0002949611,0.0003743562,0.000248491,0.0005300624,0.0002447599,0.000299039,0.001932923],"category_scores_gemma":[0.0009720534,0.00008314651,0.0002906166,0.0006915919,0.0002941478,0.0005419545,0.0004915295,0.0004702456,0.0002138635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006778942,"about_ca_system_score_gemma":0.0003653348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404595,"about_ca_topic_score_gemma":0.002845596,"domain_scores_codex":[0.9998044,0.00005272197,0.00001111915,0.00004325799,0.00003738618,0.00005107577],"domain_scores_gemma":[0.9996014,0.00009712881,0.000137892,0.00002136318,0.00003191659,0.0001103206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01248094,0.000494243,0.9347066,0.0001392896,0.0002347363,0.0002309845,0.0003838461,0.000284012,0.002547547,0.0006695886,0.0006382365,0.04718994],"study_design_scores_gemma":[0.00008844383,0.001749379,0.9940975,0.00002789013,0.0001369085,0.000424329,0.000458465,0.0001609979,0.0003281452,0.0004853824,0.002033921,0.000008568555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947639,0.002367494,0.0001171421,0.0001622315,0.0000185859,0.00001068211,0.0002999789,0.000002332202,0.002257701],"genre_scores_gemma":[0.9973183,0.001136925,0.00009039522,0.00009262594,0.00004819534,0.00001480059,0.0005024101,0.000003539271,0.0007929077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002404595,"threshold_uncertainty_score":0.006466269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335433196106407,"score_gpt":0.3147634102569392,"score_spread":0.3014090782958751,"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."}}