{"id":"W1901215350","doi":"10.1177/089686080002000504","title":"Recommended Peritoneal Dialysis Curriculum for Nephrology Trainees","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Nephrology; Peritoneal dialysis; Internal medicine; Family medicine; Medical school; Medical education","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":[0.000366636,0.0003537725,0.0007375221,0.0004350196,0.0001988621,0.0001355341,0.0003759583,0.0001569565,0.01266185],"category_scores_gemma":[0.0001450707,0.000305982,0.001120266,0.0003949883,0.0001247618,0.0001740473,0.00007338345,0.0001826094,0.0002354438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823233,"about_ca_system_score_gemma":0.00007190398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001901661,"about_ca_topic_score_gemma":0.00007665859,"domain_scores_codex":[0.9973168,0.00009515491,0.0007241623,0.0007103779,0.0006578775,0.0004955723],"domain_scores_gemma":[0.9988011,0.000109523,0.0001426971,0.0004162314,0.000214932,0.0003155749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003962537,0.008001545,0.02062638,0.0002342898,0.01390433,0.0002489722,0.003095231,0.001120589,0.009423052,0.007068769,0.1260535,0.8062608],"study_design_scores_gemma":[0.00525917,0.000470698,0.0268521,0.0000614566,0.002820823,0.00004557045,0.0004815111,0.03636046,0.0005973287,0.0008516674,0.9254722,0.0007270293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171953,0.0003274294,0.001734739,0.02562294,0.001389707,0.001111328,0.0003122428,0.0002507409,0.05205558],"genre_scores_gemma":[0.9772497,0.0004189532,0.00405884,0.003694779,0.002781142,0.0005926435,0.001970732,0.00005780644,0.009175392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8055338,"threshold_uncertainty_score":0.9999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294788283502005,"score_gpt":0.2889881344205147,"score_spread":0.2760402515854947,"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."}}