{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08582564,0.0003120132,0.0006959102,0.001442213,0.001349359,0.003216096,0.001010661,0.001023879,0.001603546],"category_scores_gemma":[0.1160093,0.0004199088,0.000484148,0.002631666,0.003018432,0.002675669,0.004745175,0.001539803,0.0002769109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239979,"about_ca_system_score_gemma":0.002698573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038037,"about_ca_topic_score_gemma":0.002678331,"domain_scores_codex":[0.9061215,0.08258506,0.004776819,0.001217669,0.00392493,0.001374028],"domain_scores_gemma":[0.8281801,0.1155154,0.02570946,0.01258404,0.008647611,0.009363456],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002244452,0.000144769,0.89907,0.0004986424,0.00009207005,0.000443304,0.04752316,0.0000719778,0.0002566647,0.0012025,0.004519984,0.04595245],"study_design_scores_gemma":[0.000140747,0.001204308,0.6967803,0.004183495,0.0002053938,0.003686063,0.2101079,0.0007664366,0.0008714617,0.002820863,0.07905909,0.0001739927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518487,0.01702841,0.003082626,0.01912123,0.0004167803,0.00026163,0.0004623084,0.00003326569,0.007745229],"genre_scores_gemma":[0.9866128,0.006812881,0.001665474,0.003497368,0.0002344554,0.000289646,0.0002913732,0.00002005299,0.0005761008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141744,"threshold_uncertainty_score":0.4538948,"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."}}