{"id":"W4415438967","doi":"10.1302/1358-992x.2025.10.122","title":"EVALUATING VENOUS THROMBOEMBOLISM IN PATIENTS WITH METASTATIC BONE DISEASE: ARE WE TREATING PATIENTS WITH APPROPRIATE THROMBOPROPHYLAXIS?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bible College","funders":"","keywords":"Pulmonary embolism; Deep vein; Incidence (geometry); Thrombosis; Fondaparinux; Warfarin; Low molecular weight heparin; Venous thrombosis; Multiple myeloma; Cohort","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":[0.001531325,0.0002884733,0.0008407319,0.001042227,0.0006333883,0.001605123,0.0007135328,0.0015055,0.001760604],"category_scores_gemma":[0.009410376,0.0003358114,0.0003424235,0.001807861,0.0006453444,0.002581381,0.0004990791,0.0009711703,0.0004704377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196262,"about_ca_system_score_gemma":0.001169355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583114,"about_ca_topic_score_gemma":0.007519277,"domain_scores_codex":[0.9991069,0.000318822,0.0001954741,0.00007732966,0.0001687332,0.0001326657],"domain_scores_gemma":[0.9964541,0.0008965649,0.001421949,0.00007145962,0.0005818273,0.0005740253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009531643,0.0001220903,0.9663612,0.0001313605,0.00002542367,0.001127223,0.000250417,0.00007469033,0.000206007,0.00006967616,0.001842506,0.02969418],"study_design_scores_gemma":[0.00008960683,0.0005255284,0.9764214,0.0009780593,0.00009890754,0.01050175,0.005290044,0.0007560293,0.0001765853,0.0006930632,0.004428674,0.00004020323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243301,0.03158352,0.0009134645,0.03792365,0.0003155989,0.0001019286,0.0003241457,0.00003505662,0.004472614],"genre_scores_gemma":[0.9741067,0.01915592,0.002548753,0.002806262,0.0008423491,0.00007060439,0.0001953177,0.000008902734,0.0002651095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003583114,"threshold_uncertainty_score":0.008098483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513653875206994,"score_gpt":0.2758548473214331,"score_spread":0.2607183085693631,"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."}}