{"id":"W4406500311","doi":"10.2196/67981","title":"Increasing Participation and Completion Rates in Questionnaire Surveys of Primary Care Patients: Cluster-Randomized Study","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Cluster (spacecraft); Primary care; Randomized controlled trial; Cluster randomised controlled trial; Medicine; Psychology; Family medicine; Gerontology; Computer science; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0346258,0.0007483296,0.001220742,0.001234376,0.000765223,0.000821865,0.001233168,0.001426918,0.002967812],"category_scores_gemma":[0.04584675,0.0008080543,0.001952577,0.001355346,0.001703292,0.0009948915,0.001309894,0.0009559541,0.0005147642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686902,"about_ca_system_score_gemma":0.002757597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025444,"about_ca_topic_score_gemma":0.002466383,"domain_scores_codex":[0.9372905,0.05187957,0.002311592,0.003741741,0.003213007,0.001563551],"domain_scores_gemma":[0.9543394,0.02600116,0.009837565,0.005318303,0.002103908,0.002399727],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2230256,0.0256472,0.6852196,0.00135424,0.003689415,0.0001557796,0.003065021,0.001316818,0.001517906,0.0002845061,0.001995973,0.052728],"study_design_scores_gemma":[0.07327363,0.2098825,0.7035525,0.0002854944,0.001889345,0.0003112869,0.001882654,0.005026492,0.001382786,0.0006102918,0.001770758,0.0001323366],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952915,0.0001971399,0.0007920052,0.00008778825,0.00002953399,0.003113315,0.0002230013,0.00001900344,0.0002466999],"genre_scores_gemma":[0.9943153,0.00009443795,0.001781847,0.0001436319,0.00003038267,0.003291272,0.0001836498,0.00000540864,0.0001540592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9653742,"threshold_uncertainty_score":0.1831209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2105395530425957,"score_gpt":0.5720040145950999,"score_spread":0.3614644615525041,"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."}}