{"id":"W3130574885","doi":"10.1158/1538-7445.sabcs20-ps1-50","title":"Abstract PS1-50: Locoregional therapy in de novo metastatic breast cancer: Systemic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Hazard ratio; Oncology; Systemic therapy; Metastatic breast cancer; Population; Subgroup analysis; Randomization; Cancer; Randomized controlled trial; Meta-analysis; Confidence interval","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":[0.01056615,0.002765666,0.01769653,0.005619653,0.0005207736,0.003423122,0.001730404,0.001885433,0.00804823],"category_scores_gemma":[0.02700432,0.0009712041,0.03384906,0.006838504,0.000682525,0.001842932,0.001438626,0.002006493,0.0005435997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542338,"about_ca_system_score_gemma":0.00297863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520865,"about_ca_topic_score_gemma":0.01003616,"domain_scores_codex":[0.993044,0.003370998,0.001899002,0.0006592212,0.0008210135,0.0002058161],"domain_scores_gemma":[0.9843956,0.01128754,0.002668836,0.0004201533,0.001033553,0.000194231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001589951,0.00001580272,0.001847368,0.5526706,0.4318393,0.000106324,0.00004205538,0.0004642172,0.0002062916,0.0001340344,0.001014111,0.01006988],"study_design_scores_gemma":[0.0006949352,0.0001652243,0.003115019,0.04503408,0.9477217,0.0001080989,0.0000318425,0.0001899305,0.000119023,0.0003162955,0.002485487,0.00001830366],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002055869,0.9959272,0.0004341025,0.0001921509,0.0001442063,0.0002602463,0.0006281253,0.00002719158,0.0003309227],"genre_scores_gemma":[0.125535,0.8685662,0.00159528,0.001140485,0.0003496314,0.001096643,0.001069636,0.00004566775,0.0006015348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01769653,"threshold_uncertainty_score":0.05587977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415803323186085,"score_gpt":0.4372376639211601,"score_spread":0.2956573316025516,"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."}}