{"id":"W1799455754","doi":"10.3747/co.22.2697","title":"Current Definition of Locally Advanced Breast Cancer","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Current (fluid); Cancer; Medical physics; Data science; Bioinformatics; Internal medicine; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008905692,0.001570479,0.002801998,0.004732442,0.001613718,0.003248648,0.004013129,0.004071311,0.003135708],"category_scores_gemma":[0.01847921,0.0005790336,0.001366452,0.0044365,0.00911915,0.006274497,0.002995276,0.01478748,0.002385385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281604,"about_ca_system_score_gemma":0.003807884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489681,"about_ca_topic_score_gemma":0.004909012,"domain_scores_codex":[0.9946083,0.001735199,0.001278127,0.0007278006,0.001227576,0.0004230333],"domain_scores_gemma":[0.9866965,0.00589701,0.001449146,0.0005583807,0.004314114,0.001084847],"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":[0.0002097625,0.00006079333,0.003379965,0.003282738,0.0001133233,0.0005046424,0.0009816037,0.0003511895,0.0006489836,0.1012691,0.7188321,0.1703658],"study_design_scores_gemma":[0.00002475533,0.00008001856,0.002265046,0.004109734,0.00006985243,0.004257234,0.0007584973,0.0002800235,0.0002040747,0.05362793,0.9342495,0.00007332517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001271094,0.6018302,0.009396855,0.3133775,0.06405703,0.00004580272,0.0005829942,0.000125648,0.009312948],"genre_scores_gemma":[0.03005428,0.5464286,0.01327414,0.2273972,0.1751574,0.0003436603,0.002272566,0.0002589872,0.004813157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008905692,"threshold_uncertainty_score":0.0470984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225494232110538,"score_gpt":0.3913805932140965,"score_spread":0.2991256508929911,"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."}}