{"id":"W4225725218","doi":"","title":"A RETROSPECTIVE STUDY OF THE MANAGEMENT OF ANAEMIA IN PATIENTS WITH DIALYSIS-DEPENDENT CHRONIC KIDNEY DISEASE IN FRANCE: THE AMACK STUDY","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Retrospective cohort study; Dialysis; Intensive care medicine; Anemia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164248,0.0004440158,0.0007552426,0.001504646,0.001229754,0.00165994,0.0006578872,0.001263441,0.001643248],"category_scores_gemma":[0.003823099,0.0005162199,0.0006597661,0.002447475,0.0007499804,0.001066589,0.0009101154,0.0007131079,0.000273865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795673,"about_ca_system_score_gemma":0.002018116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07292856,"about_ca_topic_score_gemma":0.06363188,"domain_scores_codex":[0.9982622,0.00069,0.0002052959,0.0003274005,0.0002090611,0.0003060035],"domain_scores_gemma":[0.9963292,0.0006763082,0.001630155,0.0002092365,0.000615829,0.000539216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001125025,0.00007719909,0.9979965,0.00002173349,0.00007797006,0.0001448309,0.0006272376,0.00002132301,0.00005724571,0.00003743379,0.0001559738,0.0006700867],"study_design_scores_gemma":[0.00001799859,0.0002773158,0.9961211,0.0000227163,0.00005020671,0.0003496211,0.00241241,0.00006186725,0.0000163235,0.000018846,0.0006383203,0.00001325913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984926,0.0005336755,0.00005348047,0.00007261548,0.00000672991,0.0000197777,0.0003941809,0.000002350654,0.0004245068],"genre_scores_gemma":[0.9990035,0.0002262075,0.00006333334,0.0001024646,0.0000135055,0.00003069428,0.0004053429,0.000002291467,0.0001528493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07292856,"threshold_uncertainty_score":0.1450081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008497951196213226,"score_gpt":0.2061151105486709,"score_spread":0.1976171593524577,"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."}}