{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006578491,0.000157483,0.0002167747,0.0001494192,0.0002331632,0.00003774881,0.0000960167,0.00007370269,0.0001135701],"category_scores_gemma":[0.004726829,0.000164393,0.00005952406,0.0002711361,0.00002945323,0.0004410381,0.00003932235,0.0002514902,0.0002539613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000516851,"about_ca_system_score_gemma":0.0004248089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07516181,"about_ca_topic_score_gemma":0.004249693,"domain_scores_codex":[0.9981488,0.0003078729,0.0003886381,0.0003717316,0.0004561919,0.0003267683],"domain_scores_gemma":[0.9984344,0.0001593453,0.0003198076,0.0004285034,0.0001760836,0.0004818508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001501448,0.002535516,0.0370252,0.001533632,0.001485607,0.000666789,0.03609995,0.0005972367,0.00007078322,0.02770661,0.1136014,0.7771758],"study_design_scores_gemma":[0.004593739,0.0007982684,0.1507699,0.0004249589,0.0005959275,0.00001197559,0.01015061,0.002927017,0.00002157361,0.0002539946,0.8290454,0.0004067197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6082366,0.003948699,0.006202965,0.1049336,0.001676844,0.003832564,0.0002126754,0.0005366847,0.2704194],"genre_scores_gemma":[0.9899852,0.00003806656,0.003154716,0.004880642,0.0001085418,0.00001219107,0.001290499,0.0000288175,0.0005013656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776769,"threshold_uncertainty_score":0.9309968,"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."}}