{"id":"W6923033311","doi":"10.1371/journal.pdig.0000179.g003","title":"Mismatches in risk stratification between the UK and Canadian CF cohorts.","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk stratification; Population; Risk assessment; Relative risk; Epidemiology; Subgroup analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001538129,0.00008028536,0.0001247924,0.0001211736,0.0001787248,0.0001376017,0.0001780318,0.000214932,0.2086309],"category_scores_gemma":[0.001117074,0.00006353416,0.00003197833,0.0002811944,0.00003767446,0.0000268579,0.00001109167,0.0001534971,0.001053888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006328381,"about_ca_system_score_gemma":0.0005274977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5477287,"about_ca_topic_score_gemma":0.9831163,"domain_scores_codex":[0.9992411,0.0001154053,0.0001142295,0.0001558927,0.000160308,0.0002130652],"domain_scores_gemma":[0.9993373,0.0002205042,0.00008107315,0.0001299336,0.00002233704,0.000208814],"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":[6.441722e-8,0.000001238315,0.0038223,0.000007942408,0.00001630177,0.000001614737,0.000442151,5.897245e-8,3.07481e-9,0.001775556,0.9923874,0.001545379],"study_design_scores_gemma":[0.00001814523,0.000001858314,0.02614143,0.0001148737,0.00001382073,3.762017e-8,0.0005203622,0.00000422892,1.670107e-7,0.0003725462,0.9727304,0.00008210806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000145673,0.0001248971,1.546725e-7,0.003504146,0.00002487765,0.0002096164,0.1811854,0.00008885776,0.8148475],"genre_scores_gemma":[0.174967,0.0001213659,0.000008738985,0.0003448883,0.001064431,0.0001838828,0.06126354,0.0001619713,0.7618842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4353877,"threshold_uncertainty_score":0.9997239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874788881816082,"score_gpt":0.3266873949204353,"score_spread":0.2679395061022745,"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."}}