{"id":"W4239051461","doi":"10.1093/annonc/mdy192","title":"4th ESO–ESMO International Consensus Guidelines for Advanced Breast Cancer (ABC 4)","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1190,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Oncology; Consensus conference; Medical physics; Cancer; Family medicine; Internal medicine","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":[0.01488704,0.00212375,0.002698703,0.01208642,0.001392478,0.004006705,0.006444987,0.005630826,0.01475497],"category_scores_gemma":[0.04092903,0.001232565,0.006139319,0.006311592,0.001359104,0.002326476,0.003874933,0.006738598,0.01470053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283453,"about_ca_system_score_gemma":0.02090284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934732,"about_ca_topic_score_gemma":0.02058498,"domain_scores_codex":[0.9868542,0.004397435,0.002558566,0.0006208952,0.004661226,0.0009076559],"domain_scores_gemma":[0.9753875,0.004508326,0.002684703,0.0006509469,0.01557233,0.0011963],"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":[0.0001694632,0.00007584444,0.001622722,0.007041596,0.0001700474,0.000255962,0.0002367508,0.0007646707,0.0004426556,0.003432191,0.8369619,0.1488262],"study_design_scores_gemma":[0.0001420021,0.00006656835,0.003490039,0.02293843,0.000310012,0.000880257,0.0003366389,0.0004736875,0.0004969023,0.003891111,0.9669047,0.00006951135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004326422,0.5436352,0.04593273,0.1806869,0.04650345,0.008133471,0.05676466,0.003418439,0.1105988],"genre_scores_gemma":[0.03435956,0.4753993,0.1729094,0.04940031,0.01194329,0.0172349,0.1556614,0.001980661,0.08111127],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01934732,"threshold_uncertainty_score":0.07873112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732144412306442,"score_gpt":0.5044417495037564,"score_spread":0.3312273082731122,"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."}}