{"id":"W2944565413","doi":"10.1158/1538-7445.sabcs18-p1-16-05","title":"Abstract P1-16-05: Prognosis and survival in metastatic breast cancer – Ten years in review, a population-based analysis","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Metastatic breast cancer; Breast cancer; Cohort; Internal medicine; Oncology; Cancer; Hormonal therapy; Systemic therapy; Population","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":[0.002253878,0.0003814026,0.00195642,0.00517125,0.0001736141,0.001103219,0.0006136137,0.0006363331,0.002027809],"category_scores_gemma":[0.007658152,0.0002535286,0.001491421,0.008256372,0.0003626165,0.00118586,0.0004678653,0.0005428383,0.0003989572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006657341,"about_ca_system_score_gemma":0.002354645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614148,"about_ca_topic_score_gemma":0.003875547,"domain_scores_codex":[0.9988557,0.0002627335,0.0004687819,0.0001533456,0.0002202233,0.00003920335],"domain_scores_gemma":[0.9936337,0.002950196,0.002121044,0.00008292267,0.001023538,0.0001884931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001242274,0.00008556482,0.06084305,0.4108061,0.01005739,0.0005582188,0.0004613268,0.0004212857,0.0004176819,0.0009738842,0.02707804,0.4870551],"study_design_scores_gemma":[0.0003071496,0.001193714,0.3845349,0.3428034,0.04845567,0.005563413,0.001460134,0.0005483957,0.0004639727,0.0008491564,0.2136852,0.0001348567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002308554,0.9966523,0.00003288484,0.0002736065,0.00008452461,0.00001050047,0.0004662047,0.000001970894,0.0001695453],"genre_scores_gemma":[0.02360657,0.9751465,0.0001187724,0.000221168,0.0002477526,0.00003165806,0.0005463741,0.00000287905,0.00007835707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00517125,"threshold_uncertainty_score":0.0119198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05869929428668023,"score_gpt":0.4305917263851753,"score_spread":0.371892432098495,"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."}}