{"id":"W4403811512","doi":"10.1681/asn.2024wfm4pxe5","title":"Assessing Global and Regional Interest in Home Dialysis Modalities, 2004-2024","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modalities; Home dialysis; Dialysis; Intensive care medicine; Medicine; Internal medicine; 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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0005475053,0.0001983997,0.0001842262,0.003498912,0.0001824125,0.0009290871,0.0003055534,0.0002506542,0.001559215],"category_scores_gemma":[0.0030181,0.00007087888,0.0005012183,0.005333647,0.0001873262,0.001036317,0.0006950983,0.0003431467,0.0005368462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007936992,"about_ca_system_score_gemma":0.0004639797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02856588,"about_ca_topic_score_gemma":0.03138677,"domain_scores_codex":[0.9996977,0.00005765371,0.0000468053,0.00005554452,0.00008438867,0.00005789763],"domain_scores_gemma":[0.9969957,0.000647543,0.001345406,0.00008080724,0.0006823973,0.0002480953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001677199,0.00002715417,0.9669557,0.0003373597,0.0001298455,0.0001637063,0.001100622,0.0009470505,0.0003710472,0.0004700618,0.008551793,0.02077808],"study_design_scores_gemma":[0.00000454933,0.00004296645,0.9855475,0.0000665504,0.00005127538,0.0002389449,0.002131956,0.00141523,0.0002894346,0.00009524335,0.01010436,0.00001202499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225219,0.001831936,0.000393677,0.0008104437,0.00003085396,0.00004533591,0.06707067,0.00008096388,0.007214157],"genre_scores_gemma":[0.9773423,0.0006975892,0.0005424236,0.00008453635,0.00003742334,0.00003989533,0.02016068,0.00001058477,0.001084699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9965011,"threshold_uncertainty_score":0.05679923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473020397787595,"score_gpt":0.3179864362705324,"score_spread":0.2832562322926565,"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."}}