{"id":"W4394576834","doi":"10.1186/s12874-024-02195-5","title":"Describing the content of trial recruitment interventions using the TIDieR reporting checklist: a systematic methodology review","year":2024,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Checklist; Psychological intervention; Systematic review; Fidelity; Randomized controlled trial; Categorical variable; MEDLINE; Research design; Intervention (counseling); Descriptive statistics; Clinical trial; Computer science; Medicine; Psychology; Statistics; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6227738,0.0002636965,0.002388376,0.0004131609,0.0004012523,0.00006232194,0.001344628,0.000775507,0.001529531],"category_scores_gemma":[0.9520773,0.0001229463,0.001433678,0.001590342,0.003558862,0.00005853135,0.001451974,0.007966826,0.00004369093],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178462,"about_ca_system_score_gemma":0.007646177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520746,"about_ca_topic_score_gemma":0.0005404314,"domain_scores_codex":[0.714236,0.2508135,0.01553257,0.00237779,0.0141086,0.002931661],"domain_scores_gemma":[0.05329583,0.9367305,0.001911653,0.003227653,0.003672473,0.001161909],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.009555572,0.0008219203,0.0003155166,0.7261618,0.002605086,0.001393873,0.002881421,0.000005553282,0.008069979,0.2099852,0.004601268,0.03360279],"study_design_scores_gemma":[0.0122538,0.004860692,0.0002014541,0.8896285,0.003120362,0.003938929,0.01097822,0.009179696,0.002916995,0.05899553,0.003469359,0.0004564449],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02521479,0.2917085,0.5755866,0.08207637,0.003453276,0.01989211,0.000009931865,0.0001392673,0.001919124],"genre_scores_gemma":[0.09375904,0.1419623,0.7110744,0.01015074,0.005291256,0.01350155,0.00004917665,0.000407858,0.02380371],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.685917,"threshold_uncertainty_score":0.9993832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9960468044529112,"score_gpt":0.7979322032940379,"score_spread":0.1981146011588732,"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."}}