{"id":"W2899715998","doi":"10.1111/hdi.12698","title":"Comparison of biocompatibility in polysulfone dialysis membranes with different sterilization","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysulfone; Medicine; Biocompatibility; Sterilization (economics); Hemodialysis; Membrane; Dialysis; Biomedical engineering; Surgery; Materials science; Metallurgy; Chemistry","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":[0.0006949503,0.0004935607,0.0001974347,0.0004541317,0.0001776127,0.0003021205,0.0001654176,0.0003986185,0.0007019162],"category_scores_gemma":[0.001190496,0.0001263271,0.0004013605,0.0003840423,0.0002375648,0.000494889,0.0002208277,0.0002671079,0.0001144409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672707,"about_ca_system_score_gemma":0.0001831244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003657103,"about_ca_topic_score_gemma":0.0001959092,"domain_scores_codex":[0.9994836,0.0001152264,0.00007449265,0.00009528337,0.0001769807,0.00005444902],"domain_scores_gemma":[0.9991664,0.0001891219,0.0003062576,0.00006271434,0.0002133796,0.00006229047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001249764,0.00008896825,0.004785569,0.0002746134,0.00007925673,0.0001036772,0.000144592,0.0002642708,0.9827559,0.00008929917,0.0000619889,0.01010195],"study_design_scores_gemma":[0.0000353307,0.002096504,0.02903653,0.00002641573,0.0001617447,0.0004420132,0.0001102521,0.0007602759,0.9651865,0.00006242632,0.002056785,0.0000251009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995322,0.002763895,0.001497397,0.00002581007,0.00002560218,0.00001646161,0.00008704265,0.00002185631,0.000239748],"genre_scores_gemma":[0.9951792,0.001454296,0.002674053,0.00003582928,0.00001950731,0.00003788865,0.0002018936,0.00001088217,0.0003865142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007019162,"threshold_uncertainty_score":0.003675282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257403697577687,"score_gpt":0.2994560925752742,"score_spread":0.2737157228175055,"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."}}