{"id":"W3167946628","doi":"10.2196/30265","title":"Improving Electronic Survey Response Rates Among Cancer Center Patients During the COVID-19 Pandemic: Mixed Methods Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Moffitt Cancer Center","keywords":"Medicine; Pandemic; Incentive; Coronavirus disease 2019 (COVID-19); Family medicine; Demography; Internal medicine","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":[0.1077535,0.0007098324,0.0008575133,0.002046489,0.001385051,0.001861782,0.001855976,0.001555209,0.002681104],"category_scores_gemma":[0.1160913,0.0008671944,0.001566755,0.002279963,0.00111775,0.002818487,0.002585591,0.0009875576,0.0006149492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111315,"about_ca_system_score_gemma":0.003670427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083328,"about_ca_topic_score_gemma":0.003001676,"domain_scores_codex":[0.8723143,0.1084469,0.008132747,0.00255549,0.005626484,0.002924002],"domain_scores_gemma":[0.8873376,0.07292617,0.01701256,0.008986589,0.01098351,0.002753644],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009490778,0.01769294,0.784974,0.001660358,0.0006720891,0.0002977587,0.02710325,0.0005953312,0.002241485,0.0004716496,0.002931832,0.1518684],"study_design_scores_gemma":[0.00531617,0.09510095,0.8382844,0.0009784561,0.0008498753,0.0004794104,0.03514702,0.009755114,0.005007321,0.0005837421,0.008254267,0.0002432181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847671,0.0001728033,0.003771504,0.0005900291,0.00003764383,0.008861145,0.0005329119,0.00005272103,0.001213938],"genre_scores_gemma":[0.966499,0.0002269658,0.01377196,0.0008378825,0.00006734546,0.01785177,0.0003772053,0.00002105654,0.0003468081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8922465,"threshold_uncertainty_score":0.5698619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2686547338767824,"score_gpt":0.5314575164339475,"score_spread":0.262802782557165,"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."}}