{"id":"W2011932650","doi":"10.1111/j.1492-7535.2005.01143.x","title":"Patient preferences for in‐center intense hemodialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Hemodialysis; Medicine; Center (category theory); Home hemodialysis; Medical emergency; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001103507,0.00007778776,0.0001748387,0.0001899728,0.0003240201,0.0005535677,0.0001396896,0.0003134506,0.004192717],"category_scores_gemma":[0.005334499,0.00005492362,0.000252818,0.000231697,0.0001615546,0.0003288162,0.0002514899,0.0003855974,0.0002122663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050882,"about_ca_system_score_gemma":0.0002751335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008272144,"about_ca_topic_score_gemma":0.001904474,"domain_scores_codex":[0.999114,0.0004725051,0.00008298631,0.0000490387,0.000172393,0.0001091571],"domain_scores_gemma":[0.9952092,0.002061892,0.001427317,0.00008878498,0.0003037273,0.0009090767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002427025,0.0002600188,0.9684805,0.00009126255,0.00007224325,0.0002274138,0.001056063,0.0002238385,0.0005727162,0.0001532423,0.001624413,0.02699563],"study_design_scores_gemma":[0.00002936911,0.0008355489,0.9864915,0.00006842244,0.00004738693,0.001652231,0.005303088,0.0006953212,0.0003862231,0.0002292482,0.004232172,0.00002943652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964669,0.0003384834,0.0001791785,0.0006737433,0.00001291319,0.00001177099,0.0001643308,0.000004634051,0.002147993],"genre_scores_gemma":[0.9991254,0.0001502186,0.0001898598,0.0002646824,0.0000100408,0.000007515797,0.00009123351,0.000001150854,0.0001599942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192717,"threshold_uncertainty_score":0.01402599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977143889262061,"score_gpt":0.2774812117855335,"score_spread":0.2577097728929129,"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."}}