{"id":"W1972941810","doi":"10.1038/sj.jea.7500410","title":"Comparison of recruitment, retention, and compliance results for three children's exposure monitoring studies","year":2004,"lang":"en","type":"article","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Environmental health; Medicine; Duration (music); Incentive; Compliance (psychology); Operations management; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.05819278,0.0007648814,0.001109358,0.002598443,0.002054291,0.001428885,0.002524461,0.00233394,0.001414879],"category_scores_gemma":[0.1284582,0.0008566603,0.002447771,0.002548538,0.001065695,0.001518534,0.002765032,0.001103375,0.0003186247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683169,"about_ca_system_score_gemma":0.003421177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589827,"about_ca_topic_score_gemma":0.01599843,"domain_scores_codex":[0.9588798,0.02513586,0.005755975,0.002357068,0.004642868,0.003228505],"domain_scores_gemma":[0.9007024,0.0583004,0.01605507,0.008567233,0.01358887,0.002786084],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006206363,0.0005689809,0.9689697,0.0002235249,0.0008132433,0.0001159655,0.005407324,0.0001647151,0.001417624,0.0001245693,0.0006283034,0.01535966],"study_design_scores_gemma":[0.000397489,0.003657175,0.9901148,0.0000698514,0.0009086071,0.0001231993,0.002091084,0.0003132705,0.001583778,0.00006953012,0.0006414373,0.00002988175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964959,0.0004384738,0.0008227486,0.0001767316,0.0000329809,0.0005089078,0.0005769112,0.00002607057,0.0009213939],"genre_scores_gemma":[0.9964198,0.0001085936,0.001047234,0.0001539221,0.00001272811,0.001047147,0.000790516,0.0000176216,0.0004024788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9418072,"threshold_uncertainty_score":0.3077565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.331547641559276,"score_gpt":0.4797097411267543,"score_spread":0.1481620995674783,"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."}}