{"id":"W2312581769","doi":"10.3747/pdi.2012.00153","title":"Dimitrios Oreopoulos 24 May 1936 – 25 April 2012","year":2012,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004808038,0.0001448176,0.000154827,0.0000671622,0.0001808478,0.00004244085,0.0005834415,0.0001027492,0.02088062],"category_scores_gemma":[0.0001399765,0.0001285432,0.0001210631,0.0002114754,0.0002625058,0.0008803774,0.0002876097,0.000165799,0.005279151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958445,"about_ca_system_score_gemma":0.00001191556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224704,"about_ca_topic_score_gemma":0.0002634574,"domain_scores_codex":[0.9984078,0.00006661635,0.0002331592,0.0002949268,0.000551584,0.0004458521],"domain_scores_gemma":[0.9993812,0.0001159312,0.00008924625,0.0001910603,0.00001335658,0.00020918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000210672,0.0002656831,0.9717824,0.00000137281,0.00005380842,0.000007409591,0.0008118866,0.0002118257,0.005198482,0.001214563,0.01470839,0.005723125],"study_design_scores_gemma":[0.0002196111,0.00001645426,0.8707737,0.00000366804,0.00003115221,0.0000346559,0.00006363747,0.002023518,0.001090569,0.0003513604,0.1251426,0.0002491457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024182,0.00006480192,0.0003231576,0.002549119,0.002529359,0.0000916752,0.00004291266,0.00005352505,0.09192728],"genre_scores_gemma":[0.9889333,0.00004680321,0.001225667,0.0006908795,0.0004764633,0.00003341334,0.0000443399,0.000007832996,0.008541284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104342,"threshold_uncertainty_score":0.9954954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317637218293689,"score_gpt":0.2467587058788976,"score_spread":0.2335823336959607,"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."}}