{"id":"W1929460918","doi":"10.1186/s13104-015-1570-5","title":"Mail merge can be used to create personalized questionnaires in complex surveys","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"Canadian Institutes of Health Research; Ottawa Hospital Research Institute","keywords":"Personalization; Comprehension; Computer science; Merge (version control); Informed consent; The Internet; Medical education; Data science; Medicine; World Wide Web; Information retrieval; Alternative medicine","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":[0.119676,0.002723478,0.00183655,0.008695023,0.0007627135,0.00268215,0.00156688,0.001757431,0.02394966],"category_scores_gemma":[0.2827606,0.0020051,0.001975335,0.006411295,0.001740336,0.005469838,0.004948014,0.00149407,0.008762117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263414,"about_ca_system_score_gemma":0.001818392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616056,"about_ca_topic_score_gemma":0.0003690267,"domain_scores_codex":[0.8942779,0.08340123,0.01194295,0.003312683,0.006076456,0.0009888076],"domain_scores_gemma":[0.414895,0.4918347,0.03469779,0.04463189,0.01250056,0.001440045],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005964223,0.001052872,0.02191177,0.004709227,0.0005920499,0.0003458972,0.007151917,0.002135196,0.01332385,0.007269446,0.04278105,0.8927624],"study_design_scores_gemma":[0.01139771,0.01974697,0.1444235,0.005043921,0.002107979,0.002529076,0.006820462,0.08440599,0.1430367,0.09759878,0.4814132,0.001475778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07074932,0.0004820892,0.8302811,0.00227915,0.0007478827,0.0169362,0.004133202,0.06455994,0.009831108],"genre_scores_gemma":[0.1015201,0.0003096958,0.8556124,0.0008974306,0.0005798703,0.03281795,0.001477,0.004439195,0.002346319],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.880324,"threshold_uncertainty_score":0.6329148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8720271096295334,"score_gpt":0.6140061248055335,"score_spread":0.2580209848239999,"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."}}