{"id":"W4322772091","doi":"10.1158/1538-7445.sabcs22-p2-02-05","title":"Abstract P2-02-05: Patterns of adjuvant bone modifying agent use in patients with early-stage breast cancer in the United States","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Denosumab; Breast cancer; Cancer; Stage (stratigraphy); Internal medicine; Logistic regression; Adjuvant; Oncology; Cohort; Retrospective cohort study; Adjuvant therapy; Osteoporosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008114905,0.0001813095,0.0002825785,0.001135424,0.000410005,0.0006949946,0.000661344,0.0004264643,0.00279064],"category_scores_gemma":[0.004420201,0.0002653112,0.0004979356,0.003293116,0.0002194858,0.0005711529,0.0005624989,0.0006333146,0.0004158948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170693,"about_ca_system_score_gemma":0.001137024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0363052,"about_ca_topic_score_gemma":0.03857496,"domain_scores_codex":[0.9989834,0.0002184503,0.000238031,0.0002442991,0.0001708149,0.0001450015],"domain_scores_gemma":[0.9937556,0.0007868779,0.00392917,0.0002879481,0.0007710977,0.0004693398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003337797,0.00002407089,0.9986933,0.00001872043,0.00002427956,0.00002080414,0.00002856118,0.00001967018,0.00002978425,0.00001435629,0.0005754823,0.0005176946],"study_design_scores_gemma":[0.000005143981,0.00002237757,0.9992179,0.00001805989,0.00001498726,0.00008154117,0.0001529401,0.0001140111,0.00003458381,0.00001169561,0.0003242468,0.000002599965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743367,0.0005092953,0.0001157082,0.000333139,0.00002036408,0.00004319092,0.02329922,0.00001397936,0.001328537],"genre_scores_gemma":[0.9902539,0.0002151542,0.0002047756,0.0001739646,0.00002188898,0.0000628165,0.008708006,0.000005977469,0.0003536015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0363052,"threshold_uncertainty_score":0.07218772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380026668075249,"score_gpt":0.421718718228428,"score_spread":0.2837160514209032,"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."}}