{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002047671,0.0001580139,0.0002973271,0.00003714791,0.00008516182,0.00002545829,0.0000159717,0.00002682436,0.00001789145],"category_scores_gemma":[0.0005594393,0.0001007785,0.00001069349,0.0001417266,0.00006930297,0.0003250742,0.0000101036,0.00007328108,0.000002819803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007208454,"about_ca_system_score_gemma":0.0001986198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030021,"about_ca_topic_score_gemma":0.0001772083,"domain_scores_codex":[0.99901,0.00008017554,0.0002111371,0.0002569003,0.0002581885,0.0001836389],"domain_scores_gemma":[0.9985441,0.0003227033,0.0003502648,0.0001088084,0.0004607299,0.0002134171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08442815,0.02573717,0.8164849,0.000689216,0.001905157,0.000181528,0.003196679,0.000006289034,0.00003479942,0.00002009384,0.0001283246,0.06718764],"study_design_scores_gemma":[0.01161707,0.02034828,0.9653106,0.0002298366,0.001574315,0.00002405205,0.0001921714,0.0004962744,0.00002984746,0.000006244092,0.00003859986,0.0001327235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950609,0.0001854006,0.00000550634,0.001156773,0.00001768963,0.002920495,0.0006111657,0.00002486809,0.00001726465],"genre_scores_gemma":[0.9985644,0.00002659821,0.0004048207,0.0001172219,0.00000675497,0.0001804903,0.0002730642,0.00002774152,0.0003989357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488256,"threshold_uncertainty_score":0.410963,"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."}}