{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001237812,0.0001812772,0.0007291736,0.0009380693,0.00003400452,0.00002657035,0.0001541705,0.00006128664,0.002053463],"category_scores_gemma":[0.00008314304,0.0001614589,0.0001011495,0.002953275,0.000105507,0.0001613525,0.00004835953,0.000545936,0.0000173759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128221,"about_ca_system_score_gemma":0.0005423374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02874628,"about_ca_topic_score_gemma":0.01646019,"domain_scores_codex":[0.9974256,0.0002002263,0.0004180772,0.0005516039,0.0008324743,0.000572061],"domain_scores_gemma":[0.9988785,0.0002471785,0.000093587,0.0003874962,0.0002259388,0.0001672835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004364039,0.0001137842,0.9416494,0.001317557,0.0002360387,0.00003932763,0.000116537,0.0006304586,0.0007235645,0.00001111397,0.00006608563,0.05465975],"study_design_scores_gemma":[0.001912698,0.00004618982,0.9940492,0.002442006,0.0001416791,0.000003906388,0.0001486333,0.0002649342,0.00009374459,0.00004996705,0.0006832699,0.0001637843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741677,0.01988977,0.000006733156,0.004217606,0.00006616189,0.0013742,0.0001327249,0.00002237584,0.0001227437],"genre_scores_gemma":[0.9944178,0.003894454,0.000123711,0.0003649404,0.00006214302,0.0008020932,0.00005663398,0.00004018233,0.0002380011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05449597,"threshold_uncertainty_score":0.9988588,"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."}}