{"id":"W2170040850","doi":"10.3810/hp.2014.02.1087","title":"Canadian Health Care Institution Resource Utilization Resulting From Skeletal-Related Events","year":2014,"lang":"en","type":"article","venue":"Hospital Practice","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Centre de Santé et de Services Sociaux de Chicoutimi; Trillium Health Centre; University of Toronto; Amgen (Canada)","funders":"Amgen Canada","keywords":"Medicine; Spinal cord compression; Retrospective cohort study; Magnetic resonance imaging; Health care; Pathologic fracture; Emergency department; Emergency medicine; Spinal cord; Radiology; Surgery","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":[0.0007353538,0.0004250471,0.0003215481,0.003689016,0.001704091,0.0009594315,0.001194315,0.0002625285,0.003166998],"category_scores_gemma":[0.005168168,0.0002464525,0.0006804408,0.006881137,0.0004131585,0.0002886709,0.0009191004,0.0004771504,0.000196443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02209706,"about_ca_system_score_gemma":0.02170105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9732566,"about_ca_topic_score_gemma":0.9828238,"domain_scores_codex":[0.9979914,0.000139188,0.0001988848,0.0002113904,0.001000941,0.0004582064],"domain_scores_gemma":[0.9960799,0.0002367182,0.001464897,0.00009553022,0.001637837,0.0004851892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003123218,0.00001254568,0.9911134,0.0001001653,0.00006754281,0.000147576,0.0002344937,0.0001821516,0.0000761609,0.00008922422,0.002022535,0.00592299],"study_design_scores_gemma":[0.000002913423,0.00001271536,0.9974871,0.0000496877,0.00002756061,0.000208925,0.000379563,0.0002130467,0.00007015929,0.00001418451,0.001524377,0.000009746658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607915,0.002802444,0.0003645843,0.0007095617,0.0000292559,0.0001482069,0.02453145,0.00005910554,0.0105639],"genre_scores_gemma":[0.9921795,0.001167449,0.0004201561,0.0001389123,0.00001239274,0.00002773631,0.005594147,0.000008609289,0.0004511312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02674335,"threshold_uncertainty_score":0.1603261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431505295066218,"score_gpt":0.3019373864465867,"score_spread":0.2876223334959245,"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."}}