{"id":"W2944515950","doi":"10.1177/2054358119843139","title":"Timing of Fistula Creation and the Probability of Catheter-Free Use: A Cohort Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; London Health Sciences Centre; Western University; Ottawa Hospital; University of Ottawa; University of Toronto; Institute for Clinical Evaluative Sciences; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Fistula; Hemodialysis; Dialysis; Catheter; Surgery; Central venous catheter; Cohort; Odds ratio; Confidence interval; Hemodialysis Catheter; Retrospective cohort study; Arteriovenous fistula; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001945349,0.0003847583,0.0003656074,0.0009870441,0.0007916028,0.001092133,0.0008659938,0.0006737306,0.001534257],"category_scores_gemma":[0.005680607,0.0005356434,0.0008757092,0.001391214,0.0004429581,0.0008029818,0.0007150713,0.001052813,0.0001864743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009941516,"about_ca_system_score_gemma":0.001890747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07975026,"about_ca_topic_score_gemma":0.06119407,"domain_scores_codex":[0.9987496,0.000198501,0.0001079158,0.0003659643,0.0002524809,0.0003255343],"domain_scores_gemma":[0.9951056,0.0008781746,0.002268955,0.0005178308,0.0004654765,0.0007639841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008488598,0.00002578589,0.9994091,0.000003196626,0.0000400846,0.00002337858,0.00006636921,0.00001755107,0.00002779565,0.000008877214,0.00004207149,0.0002510257],"study_design_scores_gemma":[0.00001274123,0.0001553378,0.9988322,0.000009892162,0.00005562169,0.0001796754,0.0002639134,0.0002914393,0.00003325465,0.00001785095,0.0001389011,0.000009226904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992623,0.0001027763,0.00007660753,0.0000216945,0.000003994251,0.00001408113,0.0003762755,0.00000207374,0.0001400947],"genre_scores_gemma":[0.9994839,0.00007743531,0.00007922871,0.00001275538,0.000004550692,0.00001102813,0.0002624512,0.000002249171,0.0000663252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07975026,"threshold_uncertainty_score":0.1585721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211853145396398,"score_gpt":0.3236335137335482,"score_spread":0.2915149822795842,"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."}}