{"id":"W2111068629","doi":"10.1111/sdi.12060","title":"Acute Start—Chronic Needs: Education and Support for Adults who have had Acute Start Dialysis","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Renal replacement therapy; Modality (human–computer interaction); Treatment modality; Intensive care medicine; Home dialysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007745805,0.0001413241,0.0001513858,0.0002456202,0.0007733606,0.0005311734,0.0003040403,0.001013513,0.004587046],"category_scores_gemma":[0.001617317,0.00006224168,0.0001435871,0.0001581656,0.0003695819,0.000657948,0.001878019,0.001031151,0.0004189023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095845,"about_ca_system_score_gemma":0.002472022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286853,"about_ca_topic_score_gemma":0.005404928,"domain_scores_codex":[0.999828,0.00007075811,0.000013292,0.000007184679,0.00002462169,0.00005603692],"domain_scores_gemma":[0.9992985,0.0001187747,0.00005561306,0.000009609392,0.00003087326,0.0004866228],"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":[0.0001839,0.00254281,0.05143456,0.001673386,0.00002066895,0.003034728,0.01996548,0.0003715619,0.001410697,0.007579152,0.1587568,0.7530262],"study_design_scores_gemma":[0.0004098424,0.004788409,0.2662112,0.005315467,0.00005970725,0.01224962,0.06016083,0.001093463,0.0007933368,0.0215266,0.6273221,0.00006940954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4520009,0.03620688,0.00762226,0.3475571,0.003473012,0.001008952,0.0002525132,0.0002523644,0.151626],"genre_scores_gemma":[0.8797998,0.04624046,0.01861609,0.02876095,0.002662001,0.0008757919,0.0002437455,0.00001869823,0.02278251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004587046,"threshold_uncertainty_score":0.01534522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006803994790325711,"score_gpt":0.2625587492910481,"score_spread":0.2557547545007223,"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."}}