{"id":"W2057406485","doi":"10.3810/hp.2014.04.1102","title":"Time and Labor Costs Associated With Administration of Intravenous Bisphosphonates for Breast or Prostate Cancer Patients With Metastatic Bone Disease: A Time and Motion Study","year":2014,"lang":"en","type":"article","venue":"Hospital Practice","topic":"Bone health and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Amgen (Canada); McMaster University","funders":"Amgen Canada; Amgen","keywords":"Medicine; Zoledronic acid; Breast cancer; Prostate cancer; Ambulatory; Cancer; Bisphosphonate; Internal medicine; Surgery; Osteoporosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004937688,0.0003475909,0.0002354102,0.001377141,0.0003198009,0.0004758482,0.0004010465,0.0002475282,0.002294307],"category_scores_gemma":[0.005537924,0.0001665932,0.0007876303,0.001573023,0.0002066933,0.0003547798,0.0004034479,0.0002674022,0.0002067772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947106,"about_ca_system_score_gemma":0.001286137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08266705,"about_ca_topic_score_gemma":0.1123111,"domain_scores_codex":[0.9993068,0.0002140422,0.00009041354,0.0000542776,0.000225154,0.0001093522],"domain_scores_gemma":[0.9961434,0.000787977,0.002338789,0.00007282083,0.0004352323,0.0002218246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006549985,0.0001106824,0.9838171,0.00006816514,0.000182979,0.0001476376,0.0001817343,0.001393341,0.0001944055,0.00009335401,0.0003277358,0.01282784],"study_design_scores_gemma":[0.00002391643,0.0003123835,0.9963682,0.00002515556,0.00006672166,0.000210371,0.0003562632,0.001822833,0.00009722953,0.00002715328,0.0006781314,0.00001171145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977466,0.0005343295,0.0002607449,0.00005972471,0.000005130297,0.00004212602,0.0006190802,0.000002168049,0.0007300487],"genre_scores_gemma":[0.997923,0.000298479,0.000499387,0.00002433682,0.00001247843,0.00003529658,0.0008210842,0.000002305615,0.000383617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08266705,"threshold_uncertainty_score":0.1643717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005347856260466829,"score_gpt":0.2695198044369147,"score_spread":0.2641719481764478,"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."}}