{"id":"W1944269200","doi":"10.1111/hdi.12036","title":"Determinants of training and technique failure in home hemodialysis","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Odds ratio; Dialysis; Home hemodialysis; Logistic regression; Confidence interval; Population; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008747982,0.0002220441,0.0002727885,0.0004897903,0.0004473109,0.0005866306,0.0004391504,0.0005974777,0.001362336],"category_scores_gemma":[0.004805229,0.0001939822,0.0003387438,0.0005702932,0.0004668107,0.0004241147,0.0005696401,0.0009522553,0.000152312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258351,"about_ca_system_score_gemma":0.0005093067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004470737,"about_ca_topic_score_gemma":0.003668511,"domain_scores_codex":[0.9994249,0.0001550424,0.0000798428,0.00006220287,0.0001320802,0.0001458624],"domain_scores_gemma":[0.9958805,0.0009071723,0.001769676,0.0001314182,0.0002506299,0.001060563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003045092,0.00004153618,0.9990933,0.000003082308,0.000008646632,0.00003957258,0.00003735382,0.00004235315,0.00004043683,0.000008742483,0.00004244368,0.0006120441],"study_design_scores_gemma":[0.000002453286,0.00007728492,0.9993099,0.00000479691,0.000004634809,0.0001467621,0.00008556675,0.0002847632,0.00002111321,0.00001681719,0.00004368326,0.000002146226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995889,0.0001058935,0.00003678407,0.00005320352,0.000003142537,0.000003565749,0.00003162131,0.000001790548,0.0001751499],"genre_scores_gemma":[0.9998685,0.00002637093,0.00001729051,0.000009750688,0.000004661014,0.00000197093,0.00003803637,6.698607e-7,0.00003279463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004470737,"threshold_uncertainty_score":0.008889437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150476284014247,"score_gpt":0.268555432068356,"score_spread":0.2535078036669313,"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."}}