{"id":"W2347068555","doi":"10.1186/s40697-016-0123-8","title":"Perceptions of Pediatric Nephrologists regarding Timing of Dialysis Initiation in Children in Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Winnipeg; Health Sciences Centre; University of Manitoba; McMaster University; University of Ottawa; University of Saskatchewan; University of Alberta; McGill University; University of Calgary; Alberta Kidney Disease Network","funders":"Canadian Institutes of Health Research; Children's Hospital Research Institute of Manitoba","keywords":"Medicine; Nephrology; Dialysis; Intensive care medicine; Perception; Family medicine; Pediatrics; 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":[0.002216813,0.0001478971,0.0002828694,0.0007917213,0.003258464,0.001727785,0.0008215964,0.0005078054,0.001798719],"category_scores_gemma":[0.009513181,0.0002238155,0.0003068527,0.001659359,0.001666107,0.0005243394,0.001005406,0.001163262,0.0001043351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02685354,"about_ca_system_score_gemma":0.05173319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9494011,"about_ca_topic_score_gemma":0.9711483,"domain_scores_codex":[0.9964905,0.0004224815,0.0002248107,0.0002626096,0.001644743,0.0009548574],"domain_scores_gemma":[0.9815634,0.002753559,0.004556362,0.0001681984,0.004470344,0.006488161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005885643,0.00004797976,0.9402264,0.0001743045,0.00002489736,0.000730345,0.03937857,0.0002078978,0.0005105933,0.0003044042,0.003629998,0.01470577],"study_design_scores_gemma":[0.00001058372,0.0000675532,0.9195941,0.0003076627,0.00002190692,0.0005000836,0.07188126,0.0003166975,0.0001921201,0.00006175863,0.007014106,0.00003222963],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906399,0.001172339,0.0001176525,0.003577246,0.00002547548,0.00003154869,0.0002932958,0.0000106407,0.004131839],"genre_scores_gemma":[0.9976082,0.001170494,0.0002836378,0.0005503835,0.000009161757,0.00001162414,0.00009829792,0.000003902021,0.0002642663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05059892,"threshold_uncertainty_score":0.194837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013743808340686,"score_gpt":0.2539216493149467,"score_spread":0.2401778409742607,"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."}}