{"id":"W2136475856","doi":"10.1093/ndt/gfm571","title":"Incidence and severity of early electrolyte abnormalities following autologous haematopoietic stem cell transplantation","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Incidence (geometry); Transplantation; Haematopoiesis; Stem cell; Hematopoietic stem cell transplantation; Internal medicine; Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.001498664,0.0001804657,0.0006034461,0.0001815794,0.0001029526,0.00001650269,0.00007056806,0.0002702155,0.0000197856],"category_scores_gemma":[0.00002756539,0.0001729669,0.0001799159,0.0002723266,0.0001285894,0.0003199985,0.000004698531,0.000280938,0.000006111194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002370094,"about_ca_system_score_gemma":0.00008613119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002484571,"about_ca_topic_score_gemma":0.0004186457,"domain_scores_codex":[0.9980048,0.0002755835,0.0007904214,0.0003226665,0.0002951348,0.0003113808],"domain_scores_gemma":[0.9979933,0.001270268,0.0003079504,0.0001871132,0.0001167704,0.000124601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01639912,0.0005141375,0.7097734,0.00224473,0.0008732586,0.001145481,0.01882046,0.00005544053,0.2306069,0.00183597,0.00001063513,0.01772048],"study_design_scores_gemma":[0.004279578,0.0009201819,0.9562726,0.0000638362,0.00357727,0.0002291472,0.0003283908,0.0002319735,0.03355962,0.0002162185,0.00009311902,0.0002280377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986561,0.0003883448,0.01185288,0.0003870859,0.00008388045,0.0003248713,0.00003063369,0.00006480054,0.000306508],"genre_scores_gemma":[0.9972833,0.0008572168,0.0007131356,0.0009445857,0.00005392705,0.00001203687,0.00008248315,0.00001473905,0.00003856918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464992,"threshold_uncertainty_score":0.7053384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640915459385495,"score_gpt":0.2972146541639704,"score_spread":0.2808054995701155,"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."}}