{"id":"W2127550580","doi":"10.1111/j.1542-4758.2011.00531.x","title":"Tinzaparin reduces health care resource use for anticoagulation in hemodialysis","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Hôpital Charles-Le Moyne; Université du Québec","funders":"LEO Pharma","keywords":"Medicine; Hemodialysis; Intensive care medicine; Resource use; Emergency medicine; Internal medicine; Environmental resource management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001036212,0.0003264569,0.0003440377,0.0005597557,0.0001871568,0.0006012148,0.0004298206,0.0003139246,0.002159575],"category_scores_gemma":[0.007042552,0.0001320241,0.001782916,0.0006762868,0.0001649468,0.0002262626,0.0003500394,0.0002833904,0.00008237673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006361361,"about_ca_system_score_gemma":0.002804165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2978417,"about_ca_topic_score_gemma":0.3580001,"domain_scores_codex":[0.9989223,0.0006089259,0.0000448991,0.00008225753,0.0001862595,0.0001553213],"domain_scores_gemma":[0.9980546,0.001041711,0.0004535469,0.0000915682,0.000180886,0.0001777747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005360446,0.001380395,0.7833115,0.0008314099,0.006600001,0.0009463117,0.0001669903,0.0955043,0.003912657,0.00188535,0.005402442,0.09469802],"study_design_scores_gemma":[0.0002883004,0.001010467,0.9415898,0.0001390742,0.001311785,0.0002872597,0.0001299861,0.05034346,0.0008392485,0.000681922,0.003342806,0.00003592381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886863,0.003746458,0.001008388,0.0006092527,0.00003101184,0.0001401662,0.002656351,0.00006535452,0.0030567],"genre_scores_gemma":[0.9974467,0.0006856176,0.0006661001,0.0001491114,0.000009441997,0.00002158273,0.0006077609,0.000004892156,0.0004088892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978417,"threshold_uncertainty_score":0.5922161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070859431220988,"score_gpt":0.3190980964995981,"score_spread":0.2583895021873882,"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."}}