{"id":"W6923603234","doi":"10.1371/journal.pone.0283879.s005","title":"NOS assessment.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Years of potential life lost; Mortality rate; Population; Life expectancy; Disease; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02265288,0.001320964,0.002703381,0.00773102,0.002195716,0.01092001,0.004797092,0.003642391,0.5786512],"category_scores_gemma":[0.1836075,0.0009032902,0.002756037,0.006190323,0.001855836,0.005896472,0.006981221,0.00403343,0.2057587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004601445,"about_ca_system_score_gemma":0.0319075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312048,"about_ca_topic_score_gemma":0.004851343,"domain_scores_codex":[0.9597594,0.01386204,0.01095162,0.004459315,0.009626367,0.001341167],"domain_scores_gemma":[0.8908902,0.02646132,0.01083741,0.01649569,0.05084317,0.004472243],"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":[0.0002921035,0.00004972017,0.0009157816,0.02496291,0.0001393076,0.0001965798,0.0004970062,0.00009996219,0.00009023351,0.01532779,0.8235208,0.1339078],"study_design_scores_gemma":[0.0002034353,0.00005130969,0.0009554725,0.02503111,0.00007724544,0.0002113627,0.0005945431,0.0002032793,0.00009680483,0.01083992,0.9617011,0.00003443141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001888747,0.01695612,0.008980898,0.07716072,0.07476649,0.03039008,0.3363349,0.002926989,0.4505951],"genre_scores_gemma":[0.06305404,0.03925042,0.04087464,0.07200428,0.01793446,0.1421968,0.175005,0.00389535,0.4457849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5786512,"threshold_uncertainty_score":0.6010029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844474078774606,"score_gpt":0.3648957830702944,"score_spread":0.3064510422825483,"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."}}