{"id":"W2099131966","doi":"10.1046/j.1492-7535.2003.00051.x","title":"Nocturnal Hemodialysis in Australia","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fresenius Medical Care North America","keywords":"Home hemodialysis; Medicine; Hemodialysis; Pediatrics; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004507736,0.000112352,0.00009596047,0.0003261533,0.0009353199,0.0004706126,0.0002590372,0.0004621652,0.006340409],"category_scores_gemma":[0.0008570595,0.0000645312,0.0001696042,0.0004929982,0.0002490622,0.0003317287,0.0009396471,0.0006596816,0.0004157122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109235,"about_ca_system_score_gemma":0.00405407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03289863,"about_ca_topic_score_gemma":0.03606135,"domain_scores_codex":[0.9997649,0.00005284724,0.00003183723,0.00003291351,0.00006140819,0.00005613908],"domain_scores_gemma":[0.9991813,0.00004565397,0.0001465157,0.00002142452,0.0001426935,0.0004623596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005096131,0.00110836,0.3895105,0.002510621,0.0000830826,0.01270242,0.008403311,0.0003450793,0.006606637,0.006023463,0.08880813,0.4833888],"study_design_scores_gemma":[0.0001123508,0.0007320668,0.7718336,0.0005084646,0.00003789156,0.01673942,0.002466165,0.0005986528,0.0003405628,0.0008788321,0.205725,0.00002710858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8459725,0.02142287,0.00187926,0.03043747,0.001837727,0.0004668983,0.001261081,0.0002081232,0.09651404],"genre_scores_gemma":[0.9431102,0.01076065,0.001645581,0.007532766,0.000740306,0.0002642872,0.0005265601,0.00002469561,0.035395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03289863,"threshold_uncertainty_score":0.06541431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645194437491068,"score_gpt":0.3040343620634108,"score_spread":0.2775824176885001,"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."}}