{"id":"W2064580786","doi":"10.12688/f1000research.2-61.v1","title":"Effect of postoperative anemia on functional outcome and quality of life after hip and knee arthroplasties: a long term follow-up","year":2013,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Anemia; Perioperative; Quality of life (healthcare); Orthopedic surgery; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001234059,0.0002810738,0.0008582058,0.0003439663,0.00005474321,0.00003230446,0.00008586272,0.0002418278,0.001121932],"category_scores_gemma":[0.000457402,0.0002036957,0.0001466664,0.00009812274,0.0004298517,0.00004412208,0.0005147448,0.0007596751,0.00002191161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004184119,"about_ca_system_score_gemma":0.0001433657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447138,"about_ca_topic_score_gemma":0.00008574809,"domain_scores_codex":[0.9973289,0.0004513967,0.0005493972,0.0005084342,0.0008985046,0.0002633609],"domain_scores_gemma":[0.9982021,0.0006907595,0.0001103784,0.0004628534,0.0002640864,0.0002698052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01172101,0.0003173509,0.9580718,0.01240691,0.0005821385,0.00003281792,0.0009611761,0.000004854855,0.002530834,0.000318862,0.001159272,0.01189304],"study_design_scores_gemma":[0.006003088,0.002525407,0.9884475,0.0006884487,0.0001433691,0.000003927097,0.0001246085,0.0000271398,0.00171189,0.00002096679,0.0001351028,0.0001685924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943638,0.0008921589,0.00009423757,0.0009968485,0.0002666525,0.002367543,0.00007629066,0.00002507855,0.0009173615],"genre_scores_gemma":[0.9952978,0.0002891465,0.00005943354,0.000216159,0.00005603857,0.000312101,0.00005849224,0.00002997624,0.003680843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03037572,"threshold_uncertainty_score":0.9997912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06166976170886643,"score_gpt":0.3636135129383085,"score_spread":0.301943751229442,"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."}}