{"id":"W6931551662","doi":"10.5281/zenodo.7725371","title":"chjackson/voi: CRAN version 1.0.2","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Value (mathematics); Term (time); Value of information; Measure (data warehouse); Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004710478,0.002845509,0.002354004,0.006240109,0.0008295892,0.00327009,0.004935568,0.001945052,0.2843318],"category_scores_gemma":[0.02721643,0.00243084,0.002440647,0.00530586,0.0008157064,0.002512282,0.002029289,0.002942043,0.1493772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440435,"about_ca_system_score_gemma":0.003011591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006404538,"about_ca_topic_score_gemma":0.006907988,"domain_scores_codex":[0.9978042,0.0005313976,0.0003501922,0.0004858479,0.000598954,0.0002294158],"domain_scores_gemma":[0.9912466,0.005087425,0.0004828419,0.001553383,0.001422988,0.0002068145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006876438,0.0001408116,0.003353895,0.002143005,0.0004921342,0.0003451911,0.0002016795,0.01661369,0.001729749,0.0248316,0.8716487,0.07781199],"study_design_scores_gemma":[0.00103627,0.0001613155,0.004177978,0.0006594396,0.0003258691,0.001081233,0.000131236,0.1409875,0.01721794,0.1129059,0.7209468,0.000368617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003794169,0.0008425651,0.4090125,0.0005226126,0.0004808246,0.0005768801,0.1847117,0.3768046,0.0232542],"genre_scores_gemma":[0.04285416,0.0008354203,0.4722341,0.0006426625,0.0002841766,0.003315706,0.1894086,0.2513014,0.03912376],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2843318,"threshold_uncertainty_score":0.9511846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292812761351171,"score_gpt":0.2580734703660711,"score_spread":0.2351453427525594,"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."}}