{"id":"W2110897859","doi":"10.14740/jocmr1879w","title":"Does Modification to the Approach to Contacting Potential Participants Improve Recruitment to Clinical Trials?","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Attendance; Post-hoc analysis; Demographics; Clinical trial; Post hoc; Patient recruitment; Family medicine; Randomized controlled trial; Protocol (science); Physical therapy; Emergency medicine; Internal medicine; Alternative medicine; Demography","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":["metaresearch"],"category_scores_codex":[0.3093242,0.001274826,0.00180251,0.002458439,0.001546242,0.004218613,0.006096738,0.00804313,0.00817492],"category_scores_gemma":[0.5526472,0.001165187,0.002468273,0.002820486,0.003329,0.005947025,0.002587075,0.00459786,0.004053419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576841,"about_ca_system_score_gemma":0.008917458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402536,"about_ca_topic_score_gemma":0.003971674,"domain_scores_codex":[0.7270811,0.2241313,0.02226813,0.006013038,0.01709132,0.003415239],"domain_scores_gemma":[0.5475531,0.3208715,0.06122811,0.04084569,0.02034148,0.009160109],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0103139,0.005432015,0.03630098,0.01035599,0.0009819453,0.000483787,0.01067812,0.002098023,0.003685264,0.003440911,0.02991051,0.8863186],"study_design_scores_gemma":[0.0491095,0.07931735,0.4687619,0.03752788,0.005096693,0.005732306,0.01085144,0.02824656,0.01020174,0.0336005,0.2696264,0.001927765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3403058,0.02455785,0.174405,0.2782714,0.01099978,0.1207307,0.0009346246,0.004650705,0.04514419],"genre_scores_gemma":[0.5055968,0.008333712,0.3163632,0.06925152,0.004983747,0.08906057,0.0005613131,0.00035333,0.00549568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6906759,"threshold_uncertainty_score":0.8517263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9579760409581345,"score_gpt":0.7845061536507276,"score_spread":0.1734698873074069,"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."}}