{"id":"W2048065302","doi":"10.1097/00002480-200109000-00014","title":"Thoughts on the ASAIO Conference and Text of the Presentation","year":2001,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Dialysis; Medicine; Feeling; Reimbursement; Presentation (obstetrics); Home hemodialysis; Health care; Gerontology; Psychology; Surgery; Social psychology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365065,0.00005552646,0.00009406469,0.00003312492,0.0001138095,0.00004030557,0.00008338755,0.00001658961,0.0001925854],"category_scores_gemma":[0.00006565058,0.00002237275,0.00007603232,0.0001003098,0.00006583089,0.00003426207,0.00003014965,0.0001335903,0.000009210683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001178477,"about_ca_system_score_gemma":0.00002990042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007046742,"about_ca_topic_score_gemma":0.000006753484,"domain_scores_codex":[0.9993438,0.00007544796,0.0001433128,0.00006449693,0.0002893129,0.00008369193],"domain_scores_gemma":[0.9995729,0.00005322516,0.0001057093,0.000141661,0.00006881196,0.00005766985],"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":[0.001799276,0.002155527,0.2462671,0.0002220411,0.002106036,0.0003593423,0.007400767,0.000426322,0.02193249,0.07646941,0.1776114,0.4632503],"study_design_scores_gemma":[0.001185594,0.0002203801,0.913835,0.0003180232,0.0003447718,0.000142906,0.0008086587,0.0003207229,0.001870506,0.003798567,0.07707661,0.0000782534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583977,0.000225562,0.0002864847,0.01031518,0.0001758278,0.0001423955,0.000001151542,0.000003860428,0.03045178],"genre_scores_gemma":[0.9950902,0.0003565826,0.00002066846,0.0007242036,0.0002864043,0.000002213763,6.762959e-7,0.000004035055,0.003515037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6675679,"threshold_uncertainty_score":0.2108676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041588883932478,"score_gpt":0.2845825255779688,"score_spread":0.254166636738644,"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."}}