{"id":"W3006618179","doi":"10.1016/j.jclinepi.2020.01.019","title":"Conclusions from surveys may not consider important biases: a systematic survey of surveys","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Logistic regression; Critical appraisal; Medicine; Descriptive statistics; Survey research; Association (psychology); Survey data collection; MEDLINE; Family medicine; Psychology; Applied psychology; Alternative medicine; Statistics; Pathology","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":["metaresearch"],"category_scores_codex":[0.4889365,0.002910641,0.01172574,0.007558518,0.001427821,0.006294318,0.004129828,0.006909729,0.003900291],"category_scores_gemma":[0.7725537,0.002835939,0.009398004,0.01428549,0.005567897,0.01018271,0.003739397,0.004930381,0.0006363228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006077151,"about_ca_system_score_gemma":0.01377556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008863749,"about_ca_topic_score_gemma":0.01388283,"domain_scores_codex":[0.262061,0.6154504,0.07463276,0.01788609,0.02838114,0.001588539],"domain_scores_gemma":[0.1539189,0.7458733,0.05585171,0.02961452,0.01393434,0.000807285],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002290729,0.000295958,0.1872377,0.2721848,0.1645572,0.0007613428,0.006839295,0.003750533,0.0003349647,0.02946511,0.02950683,0.3027756],"study_design_scores_gemma":[0.005899838,0.003104223,0.1892762,0.3005899,0.2381379,0.002877564,0.00853078,0.02049134,0.001784229,0.1416605,0.08681512,0.0008324776],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07806946,0.6113574,0.2318865,0.03762251,0.007670355,0.01808124,0.008118237,0.0005207731,0.006673551],"genre_scores_gemma":[0.6028506,0.1533874,0.1664806,0.04484693,0.002838256,0.02337534,0.004246491,0.0003327506,0.001641609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5110635,"threshold_uncertainty_score":0.6302323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8765508983174743,"score_gpt":0.6693486777189396,"score_spread":0.2072022205985348,"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."}}