{"id":"W2131911984","doi":"10.4021/jocmr2009.12.1279","title":"Blood Transfusion Practices in Total Joint Arthroplasties in Jamaica","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood transfusion; Surgery; Arthroplasty; Osteoarthritis; Body mass index; Total hip replacement; Autologous blood; Prospective cohort study; Blood loss; Total knee arthroplasty; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383353,0.0000971633,0.0001328759,0.0004153108,0.0005196356,0.0003924604,0.0002309839,0.0002051002,0.001003778],"category_scores_gemma":[0.00163234,0.0001019497,0.00008304747,0.0008298826,0.0003358331,0.000159458,0.0002575564,0.0002510723,0.00008974341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007322238,"about_ca_system_score_gemma":0.0007848021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03448469,"about_ca_topic_score_gemma":0.04860973,"domain_scores_codex":[0.9997637,0.00004384303,0.00004069891,0.00002593865,0.00008040537,0.00004552584],"domain_scores_gemma":[0.9987671,0.0002205545,0.0006986911,0.0000284566,0.0001152185,0.0001699796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002509951,0.00003591659,0.9950815,0.00002272824,0.000007230156,0.0004247387,0.0006355642,0.00002246675,0.0001945423,0.00001249957,0.0001394514,0.003398163],"study_design_scores_gemma":[0.000003703174,0.00009781901,0.9966181,0.00003620957,0.000006313848,0.001277836,0.001406093,0.0000851864,0.00007099193,0.000009162542,0.0003862354,0.000002345314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999284,0.0002912738,0.00001360322,0.00006223682,0.000002113389,0.000003057715,0.00003375596,0.000001273683,0.0003086986],"genre_scores_gemma":[0.9993659,0.0003868494,0.00003023915,0.00003505645,0.000005083257,0.000002614763,0.00004728572,4.65445e-7,0.0001265675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03448469,"threshold_uncertainty_score":0.06856793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3191284557483427,"score_gpt":0.5479466335006616,"score_spread":0.2288181777523189,"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."}}