{"id":"W2135743613","doi":"10.1634/theoncologist.12-9-1035","title":"Zoledronic Acid and Survival in Breast Cancer Patients with Bone Metastases and Elevated Markers of Osteoclast Activity","year":2007,"lang":"en","type":"article","venue":"The Oncologist","topic":"Bone health and treatments","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; University of Waterloo","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Zoledronic acid; Breast cancer; Internal medicine; Bisphosphonate; N-terminal telopeptide; Oncology; Post-hoc analysis; Creatinine; Multiple myeloma; Bone metastasis; Metastatic breast cancer; Hazard ratio; Cancer; Osteoporosis; Urology; Surgery; Confidence interval; Alkaline phosphatase; Osteocalcin","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":[0.0006468956,0.0001666297,0.0005297945,0.0001993081,0.0001335516,0.000285944,0.0001347992,0.0002771002,0.0008258164],"category_scores_gemma":[0.001778877,0.0001233988,0.000641842,0.0002484648,0.0001257268,0.0001438311,0.0001543563,0.0002455576,0.00007645979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017626,"about_ca_system_score_gemma":0.000279384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525557,"about_ca_topic_score_gemma":0.00166918,"domain_scores_codex":[0.9997286,0.0001052188,0.00003019916,0.00004117667,0.00005593301,0.00003891474],"domain_scores_gemma":[0.9990042,0.0003189039,0.000467215,0.00003045715,0.0000533226,0.0001259222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05215485,0.0003590852,0.9202302,0.000219076,0.001309241,0.0001366053,0.00005967931,0.001037632,0.002248358,0.00004037484,0.0003451997,0.02185975],"study_design_scores_gemma":[0.003719643,0.01127333,0.9802067,0.00004500733,0.001198481,0.0005607434,0.00005542309,0.001339687,0.0007866861,0.00008290045,0.0007200851,0.00001133618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997052,0.002477729,0.00006077935,0.00005678083,0.000007310391,0.00001431992,0.0001473479,0.000004599714,0.0001790665],"genre_scores_gemma":[0.9994018,0.0002449386,0.00005928005,0.00003129352,0.000008708738,0.00001014299,0.0001587206,5.162599e-7,0.00008455071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008525557,"threshold_uncertainty_score":0.003421128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569757500930578,"score_gpt":0.3016321892029452,"score_spread":0.2859346141936394,"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."}}