{"id":"W2808681954","doi":"10.3747/co.25.4159","title":"Progress in Breast Cancer—Can We Do Better?","year":2018,"lang":"en","type":"editorial","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Malignancy; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007177524,0.002821938,0.003311883,0.002660628,0.002241726,0.006226439,0.003656504,0.0106293,0.01135305],"category_scores_gemma":[0.02946539,0.0008323074,0.002096962,0.001287288,0.002497058,0.007527248,0.001846902,0.02278635,0.01169029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669601,"about_ca_system_score_gemma":0.004213157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207681,"about_ca_topic_score_gemma":0.005146313,"domain_scores_codex":[0.9953923,0.00110656,0.0006041788,0.0003944269,0.002173926,0.0003285143],"domain_scores_gemma":[0.9774401,0.01076433,0.001080455,0.0004479023,0.007770311,0.002496762],"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":[0.00002061521,0.000006949535,0.00001644794,0.0003244783,0.00001356411,0.0000359463,0.00001490968,0.00001531892,0.00001567486,0.00042791,0.9867797,0.0123285],"study_design_scores_gemma":[0.00003578063,0.00003049414,0.0001246766,0.0008797135,0.00003581644,0.0001568521,0.00004785983,0.00003717125,0.00002831569,0.001275027,0.9973344,0.00001390361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002473632,0.04925278,0.00008641618,0.07235288,0.8766227,0.00001172873,0.00004734398,0.00005434971,0.001547073],"genre_scores_gemma":[0.0003335947,0.05188043,0.00009716689,0.04360498,0.8989248,0.00001498636,0.00004734813,0.00003161037,0.005064986],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01135305,"threshold_uncertainty_score":0.03797972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939711881591096,"score_gpt":0.424607469237566,"score_spread":0.3852103504216551,"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."}}