{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.873674,0.0007074286,0.03126466,0.0003888131,0.0002838727,0.00001977203,0.001908288,0.003241933,0.0007782624],"category_scores_gemma":[0.9702762,0.0004824926,0.004496777,0.001010124,0.002811664,0.0001366475,0.0003859279,0.003658892,0.00009880564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349121,"about_ca_system_score_gemma":0.009647816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01305441,"about_ca_topic_score_gemma":0.007838376,"domain_scores_codex":[0.04506159,0.9266694,0.02572647,0.0008770715,0.0007912678,0.0008742166],"domain_scores_gemma":[0.1507721,0.8178566,0.02814081,0.0007765488,0.001427825,0.001026152],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004457545,0.001577,0.5669351,0.04639809,0.01689939,0.002646273,0.001803768,0.000009337362,6.560626e-7,0.002760329,0.01809279,0.3384197],"study_design_scores_gemma":[0.002056299,0.001729435,0.4628117,0.08021921,0.00641808,0.0002502996,0.0005383383,0.00002889135,3.720938e-7,0.00231131,0.4422304,0.001405661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000965716,0.9849722,0.003259099,0.0014396,0.006880603,0.001045735,0.001305489,0.00002647563,0.0001051117],"genre_scores_gemma":[0.001842099,0.9929802,0.002796977,0.000871671,0.001173022,0.00001598668,0.0001244784,0.00006083925,0.0001347253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4241377,"threshold_uncertainty_score":0.9999021,"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."}}