{"id":"W2157892273","doi":"10.1093/ndt/gfq213","title":"Slouching towards Bethlehem: the beast of biocompatibility","year":2010,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Biocompatibility; Medical physics; Engineering","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":[0.001074155,0.000800495,0.0009816763,0.0003924714,0.001602386,0.002098669,0.0007402152,0.01207051,0.00560033],"category_scores_gemma":[0.009248995,0.0003506824,0.000775483,0.0003941284,0.00140082,0.003286745,0.000525011,0.01546299,0.003409987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153291,"about_ca_system_score_gemma":0.0008073339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079247,"about_ca_topic_score_gemma":0.002544438,"domain_scores_codex":[0.9989564,0.0003597517,0.0001497584,0.0001806738,0.000229487,0.0001238395],"domain_scores_gemma":[0.9982894,0.001033189,0.0001373694,0.00007712709,0.0002862467,0.0001766922],"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":[0.0005876675,0.0003749564,0.007446613,0.0003783962,0.00008246179,0.2064937,0.001119043,0.0002689555,0.002836392,0.0105612,0.7061307,0.06372002],"study_design_scores_gemma":[0.0004518359,0.0005973427,0.005508214,0.0006105564,0.00009354176,0.2774028,0.002125924,0.002439713,0.002237545,0.02425574,0.6841607,0.000116178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009793201,0.005336893,0.0006926653,0.9531988,0.01922986,0.00005522538,0.00004723006,0.0000691063,0.01157703],"genre_scores_gemma":[0.08992445,0.007715895,0.002166355,0.8195083,0.04925592,0.00007104443,0.00004148829,0.00005994609,0.03125663],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01207051,"threshold_uncertainty_score":0.01873499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524004061689732,"score_gpt":0.2614708803438857,"score_spread":0.2462308397269883,"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."}}