{"id":"W3021087630","doi":"10.1016/j.jmir.2012.06.004","title":"Designing and Using Surveys as Research and Evaluation Tools","year":2012,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Survey research; Survey methodology; Survey data collection; Survey instrument; Measure (data warehouse); Psychology; Population; Medical education; Applied psychology; Computer science; Medicine; Statistics; Environmental health; Data mining; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.3777637,0.001688729,0.002870464,0.008744318,0.001748951,0.01066856,0.003272393,0.005019911,0.003364931],"category_scores_gemma":[0.6258261,0.002610925,0.001469078,0.008227125,0.004996115,0.01416019,0.004505579,0.003104423,0.001304568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004744277,"about_ca_system_score_gemma":0.01502419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202464,"about_ca_topic_score_gemma":0.003395562,"domain_scores_codex":[0.3386296,0.6267793,0.01721107,0.005228403,0.01042827,0.001723417],"domain_scores_gemma":[0.1889959,0.7208586,0.0232893,0.03180991,0.03315416,0.001892044],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001086102,0.001132287,0.0712719,0.00533163,0.001096575,0.0002254879,0.008138093,0.03649319,0.003070984,0.1588361,0.01289687,0.7004208],"study_design_scores_gemma":[0.001773424,0.003274787,0.02711418,0.004785362,0.001554477,0.0003721401,0.01603719,0.2477308,0.01693227,0.5993232,0.08068715,0.0004150101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02135319,0.000956939,0.9602764,0.002947984,0.0002341922,0.008772551,0.0008226224,0.0008379309,0.003798227],"genre_scores_gemma":[0.1127252,0.0005560045,0.8718987,0.0006548956,0.00009748201,0.01316224,0.0003545896,0.00008491171,0.0004660005],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6222363,"threshold_uncertainty_score":0.7673281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4100424856771573,"score_gpt":0.487770514306903,"score_spread":0.07772802862974565,"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."}}