{"id":"W2082762532","doi":"10.1159/000063773","title":"Gordon Murray: Heparin, Hemodialysis and Hubris","year":2002,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Sepsis; Dialysis; Surgery; General surgery; Heparin; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001131839,0.000579683,0.000441189,0.001406767,0.001004046,0.001873996,0.0006642814,0.004718429,0.005946061],"category_scores_gemma":[0.003410341,0.0002829649,0.0002450602,0.0008329807,0.002306149,0.003334956,0.001165538,0.007051489,0.001653367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448673,"about_ca_system_score_gemma":0.001570718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0050638,"about_ca_topic_score_gemma":0.008264845,"domain_scores_codex":[0.999413,0.0001330783,0.00003998652,0.0001080325,0.0002496245,0.00005621997],"domain_scores_gemma":[0.9992453,0.000345738,0.00005339736,0.00002847609,0.0001577921,0.0001692909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005583654,0.00006531403,0.000621178,0.0002648437,0.00001245128,0.0006747075,0.0003633822,0.00006080463,0.0001470768,0.02546573,0.8419312,0.1303373],"study_design_scores_gemma":[0.00001519719,0.00002760799,0.0005663007,0.0004726722,0.000006805024,0.002182776,0.0002077651,0.00003758832,0.00008934836,0.009879051,0.9865029,0.00001204495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0007614638,0.6850979,0.0003174173,0.258936,0.03627636,0.000008425702,0.00001959436,0.00003357067,0.01854918],"genre_scores_gemma":[0.02566103,0.5703,0.0009678908,0.2131864,0.1106877,0.00003215414,0.00003685326,0.00007426913,0.07905367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005946061,"threshold_uncertainty_score":0.01989156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245746538620408,"score_gpt":0.2117686519113288,"score_spread":0.187193998049288,"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."}}