{"id":"W2970655683","doi":"10.1093/annonc/mdz292","title":"St Gallen International Consensus Guidelines in early breast cancer: experts to prevent patients’ overtreatment and breaking the bank?","year":2019,"lang":"en","type":"letter","venue":"Annals of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Gynecology; Consensus conference; General surgery; Cancer; Oncology; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07178123,0.001621672,0.003292094,0.006620177,0.002594712,0.007758256,0.007598236,0.01505994,0.009813828],"category_scores_gemma":[0.2260115,0.001352232,0.004183815,0.005057392,0.002954958,0.008113565,0.007386532,0.02137373,0.009574138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007236023,"about_ca_system_score_gemma":0.03297642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009576444,"about_ca_topic_score_gemma":0.01755416,"domain_scores_codex":[0.9333932,0.03442831,0.01534083,0.002268863,0.01224651,0.002322397],"domain_scores_gemma":[0.8384219,0.05996356,0.01439337,0.005299026,0.07245467,0.009467496],"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":[0.00003248947,0.0000291164,0.0002502263,0.002979567,0.0000721309,0.00007154555,0.0003553329,0.0001120967,0.00003862944,0.00315913,0.9111491,0.08175063],"study_design_scores_gemma":[0.00008381417,0.00003116289,0.0005624493,0.02778071,0.0001449801,0.0002587381,0.0005365275,0.0001733491,0.00009086201,0.01162003,0.9586479,0.00006946776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003382963,0.1173324,0.005989539,0.8087637,0.05751497,0.0004596742,0.001142033,0.0003208221,0.008138446],"genre_scores_gemma":[0.01357847,0.284344,0.07892811,0.5387896,0.05364708,0.004467164,0.009060113,0.0009415515,0.01624404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07178123,"threshold_uncertainty_score":0.37962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446748015710917,"score_gpt":0.3615835749389213,"score_spread":0.3171160947818121,"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."}}