{"id":"W2753544782","doi":"10.1016/j.humimm.2017.06.070","title":"P010 Higher definition CPRA: What’s the (decimal) point?","year":2017,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Alberta Hospital; Canadian Blood Services; University of Toronto; University Health Network","funders":"","keywords":"Rounding; Decimal; Medicine; Integer (computer science); Statistics; Algorithm; Internal medicine; Mathematics; Arithmetic; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00006727663,0.0001084746,0.0001797807,0.00004125485,0.0006136018,0.0001085079,0.0001636569,0.00008412424,0.0009120036],"category_scores_gemma":[0.00001377876,0.00006703279,0.00009291466,0.00001736026,0.0002183641,0.000217959,0.00003087802,0.0001631108,0.0005231662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002878049,"about_ca_system_score_gemma":0.00001578314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009696962,"about_ca_topic_score_gemma":0.00002769943,"domain_scores_codex":[0.999385,0.00003455674,0.0001603912,0.0001542539,0.00009022024,0.0001755786],"domain_scores_gemma":[0.9991626,0.0000481416,0.0001158729,0.0006034146,0.00004296026,0.00002698576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002019009,0.001613802,0.2021755,0.0003023813,0.004523556,0.002019543,0.003330891,0.000001326908,0.07413532,0.6569601,0.003171219,0.04974741],"study_design_scores_gemma":[0.002935088,0.0002890101,0.9801971,0.0001434069,0.000152721,0.0001865431,0.000107998,5.004508e-7,0.001285362,0.005461479,0.009158916,0.00008181832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248973,0.001756267,0.00002742737,0.01084545,0.001363653,0.0003519324,0.000007059362,0.000074911,0.06067603],"genre_scores_gemma":[0.9918351,0.0008229857,0.0001210368,0.0007971849,0.00008710784,0.00002776312,0.0000608117,0.0000145907,0.006233395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7780217,"threshold_uncertainty_score":0.99858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07716670965590197,"score_gpt":0.3362957310400012,"score_spread":0.2591290213840992,"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."}}