{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02208605,0.001644417,0.002178831,0.005698348,0.004279291,0.006032155,0.007274342,0.01442727,0.00757694],"category_scores_gemma":[0.07675836,0.001356538,0.004378487,0.008516761,0.004967032,0.004782865,0.004086967,0.01652391,0.006643938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03098644,"about_ca_system_score_gemma":0.179316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.552743,"about_ca_topic_score_gemma":0.7567056,"domain_scores_codex":[0.9692448,0.008483114,0.005951572,0.001041882,0.01332232,0.001956284],"domain_scores_gemma":[0.8822206,0.01525263,0.006419444,0.001422877,0.08742633,0.007258096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000113259,0.00002172591,0.0002112277,0.001076875,0.00001520896,0.00007693826,0.0002402474,0.00008601815,0.00004243718,0.001906138,0.9632862,0.03302573],"study_design_scores_gemma":[0.0001139568,0.00003340799,0.00391047,0.01501796,0.00007643097,0.0004086012,0.0005484282,0.0002079736,0.0000795099,0.004906037,0.9745578,0.0001392726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0005800392,0.09310643,0.00815458,0.7865857,0.04941607,0.003024719,0.004619113,0.0005519128,0.05396137],"genre_scores_gemma":[0.0108198,0.1691212,0.08879501,0.6569565,0.01418345,0.006515872,0.01295141,0.0005131141,0.04014361],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9690136,"threshold_uncertainty_score":0.8997819,"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."}}