{"id":"W1271529937","doi":"","title":"[The Canadian Society of Nephrology 2014 clinical practice guideline for timing the initiation of chronic dialysis: a paradigm shift and the return of the clinical nephrologist].","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Nephrology; Dialysis; Medicine; Qualitative research; Intensive care medicine; Internal medicine; Quality of life (healthcare); Paradigm shift; Meaning (existential); Clinical Practice; Family medicine; Psychology; Nursing; Pathology; Psychotherapist; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03093585,0.0001510286,0.0006057186,0.00002993759,0.0002848291,0.00001834662,0.0004053262,0.0002669628,0.00001657181],"category_scores_gemma":[0.06203103,0.00005763089,0.0005619875,0.0001968522,0.002332518,0.0001620296,0.0001506873,0.000447969,0.000001191353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147965,"about_ca_system_score_gemma":0.001134061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009813305,"about_ca_topic_score_gemma":0.06669807,"domain_scores_codex":[0.9934824,0.001771959,0.003618213,0.0003153466,0.0004024748,0.0004096773],"domain_scores_gemma":[0.9496511,0.04598438,0.002795772,0.0008953519,0.0005278905,0.0001455598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008409944,0.0004202979,0.06444265,0.0001132315,0.002496305,0.00000154827,0.0007141817,0.00001803122,0.00004762449,0.009827212,0.2976675,0.6158414],"study_design_scores_gemma":[0.01140202,0.000474626,0.3455348,0.00003389058,0.002736455,0.00002300839,0.0003987565,0.002368039,0.00005185218,0.006441745,0.6304172,0.0001176284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06386527,0.001296312,0.005176455,0.9239119,0.0007770067,0.004658051,0.00007555074,0.00001422012,0.0002252219],"genre_scores_gemma":[0.9692343,0.002107267,0.001243435,0.02579654,0.001041497,0.0005005967,0.00001504121,0.00002000501,0.00004125381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9053691,"threshold_uncertainty_score":0.9978555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832046173903048,"score_gpt":0.4469215242654211,"score_spread":0.2637169068751163,"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."}}