{"id":"W1995428008","doi":"10.1111/j.1492-7535.2005.1121bx.x","title":"CQI in the acute dialysis setting","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Heparin; Extracorporeal; Dialysis catheter; Hemodialysis; Intensive care medicine; Surgery","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":[0.01723404,0.0003044768,0.0003790834,0.0006661625,0.002764034,0.002117102,0.001269839,0.001242848,0.002914073],"category_scores_gemma":[0.02458036,0.0002140783,0.0004893304,0.001209515,0.001669869,0.001619101,0.005624411,0.002595596,0.0002295032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00947089,"about_ca_system_score_gemma":0.01984549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02738676,"about_ca_topic_score_gemma":0.0184585,"domain_scores_codex":[0.9833267,0.0111842,0.001381791,0.0007972427,0.001310795,0.001999212],"domain_scores_gemma":[0.9758907,0.003476035,0.003921979,0.0008415595,0.004308371,0.01156136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005276707,0.001484158,0.4125551,0.004323523,0.0004529076,0.0028543,0.01714111,0.01036114,0.00591808,0.03601455,0.1724962,0.3358713],"study_design_scores_gemma":[0.0005595973,0.003146408,0.7036936,0.002708067,0.0002197991,0.002284018,0.01779033,0.01990482,0.002608315,0.02545074,0.221221,0.0004133774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5201308,0.02254662,0.04928403,0.3411437,0.004017193,0.003470324,0.002216528,0.001624774,0.05556606],"genre_scores_gemma":[0.963284,0.002797869,0.01568104,0.01583697,0.0007435929,0.0004969754,0.000360089,0.00003807099,0.0007615029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02738676,"threshold_uncertainty_score":0.09114343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338118209498011,"score_gpt":0.3144890135233575,"score_spread":0.2911078314283774,"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."}}