{"id":"W7036265879","doi":"","title":"AV-fistelien toiminta ja komplikaatiot VSSHP:ssä vuosina 2017-2018","year":2023,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Renal Association-European Dialysis and Transplant Association","keywords":"Power (physics); Quarter (Canadian coin); Life style","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":[0.0006130117,0.0001915018,0.0001999044,0.0005609711,0.0009296511,0.001944968,0.0002202008,0.0003330298,0.02473412],"category_scores_gemma":[0.001467534,0.0001183811,0.0002870981,0.0008688585,0.0003958153,0.0007224376,0.001126815,0.0007212094,0.003824146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872548,"about_ca_system_score_gemma":0.002972256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246733,"about_ca_topic_score_gemma":0.04526406,"domain_scores_codex":[0.9996587,0.0000711819,0.00003037311,0.00004845137,0.00009653264,0.00009480268],"domain_scores_gemma":[0.9990694,0.000154487,0.000160029,0.00004559934,0.000384287,0.000186159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001730959,0.0003171902,0.1354294,0.004862559,0.0001362833,0.002712809,0.01127109,0.0003085551,0.01677708,0.007318519,0.3051867,0.5139488],"study_design_scores_gemma":[0.00004594084,0.0002386576,0.07886716,0.001016458,0.00006506405,0.001049708,0.006052007,0.00006181686,0.004149483,0.0003679874,0.9080687,0.00001702256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.529845,0.0644642,0.003767033,0.02878308,0.002250609,0.0007508076,0.03631637,0.001783729,0.3320392],"genre_scores_gemma":[0.8211167,0.03334253,0.003485814,0.005155011,0.00059193,0.0004619043,0.02085412,0.0003189908,0.1146731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473412,"threshold_uncertainty_score":0.08274382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393533674458854,"score_gpt":0.2021064113884073,"score_spread":0.1627530439425219,"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."}}