{"id":"W4285043131","doi":"10.1159/000525510","title":"Role of Proxy Respondents in International Stroke Research: Experience of the INTERSTROKE Study","year":2022,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; Novo Nordisk Fonden; Novo Nordisk; H. Lundbeck A/S; Lundbeckfonden; Danmarks Grundforskningsfond; European Regional Development Fund; National Research Foundation; Ministerio de Ciencia e Innovación; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Proxy (statistics); Stroke (engine); Environmental health; Gerontology; Family medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001927746,0.00008886725,0.0003433099,0.000358487,0.00004711932,0.000001313423,0.0007402982,0.00002779874,0.0002454828],"category_scores_gemma":[0.002950819,0.00006878,0.0000845078,0.0003620433,0.0002376204,0.00002820402,0.001695646,0.0006540137,0.000002001362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372039,"about_ca_system_score_gemma":0.00005862319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000227977,"about_ca_topic_score_gemma":0.00001567558,"domain_scores_codex":[0.9967831,0.001403102,0.0006095851,0.0003336686,0.0006092474,0.0002612588],"domain_scores_gemma":[0.9984555,0.0006381611,0.0002223719,0.0005593568,0.00008940932,0.00003523292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008745305,0.0005771774,0.9155228,0.000009711415,0.00004684341,0.00002128156,0.003341287,0.00008220184,0.07645999,0.0002128216,0.002341019,0.0005102932],"study_design_scores_gemma":[0.002209736,0.001783353,0.9281775,0.00002832163,0.0000230059,0.00004535743,0.03313633,0.001034154,0.00810063,0.0001028536,0.02528818,0.00007059706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903883,0.0000430576,0.000005853499,0.002125534,0.0003526722,0.0008581914,0.00001885317,0.000008700519,0.006198804],"genre_scores_gemma":[0.9974394,0.000007721606,0.00008595085,0.0004291749,0.00003239419,0.000223923,0.000002950888,0.00001124762,0.001767236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06835936,"threshold_uncertainty_score":0.3532619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0837979193967171,"score_gpt":0.3992196192516997,"score_spread":0.3154216998549826,"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."}}