{"id":"W2182458785","doi":"10.1177/089686080602600609","title":"International Survey of Peritoneal Dialysis Training Programs","year":2006,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Univariate analysis; Stratified sampling; Multivariate analysis; Family medicine; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073421,0.000322387,0.0007457525,0.0006486752,0.00009162021,0.0001585243,0.0005087917,0.0001243378,0.001608024],"category_scores_gemma":[0.00027005,0.0002894142,0.0007454918,0.0006652839,0.0002565082,0.000204093,0.0001971243,0.0001897711,0.00005912454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206567,"about_ca_system_score_gemma":0.000133338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578582,"about_ca_topic_score_gemma":0.0006821201,"domain_scores_codex":[0.9963234,0.0001378044,0.00103045,0.0006147137,0.001518906,0.0003747172],"domain_scores_gemma":[0.9982958,0.000105002,0.0003789514,0.0003979493,0.0006338404,0.0001884778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001588867,0.005540543,0.751909,0.0001223488,0.007326393,0.0002035789,0.001607302,0.0009973941,0.01299864,0.004533648,0.005728168,0.2074442],"study_design_scores_gemma":[0.002397591,0.0001546995,0.9426627,0.0001152114,0.0009625932,0.00002137221,0.0003618625,0.01128988,0.0009791566,0.0001963388,0.04038261,0.0004759477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825325,0.0001589248,0.0015982,0.001970916,0.001888756,0.0004508451,0.0002840298,0.0001310345,0.1109848],"genre_scores_gemma":[0.988887,0.00009886476,0.001791176,0.0001475252,0.001330465,0.00009549019,0.00468586,0.00004303902,0.00292065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069682,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424306143540715,"score_gpt":0.2975852072156924,"score_spread":0.2633421457802853,"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."}}