{"id":"W1985558780","doi":"10.1177/1740774513517184","title":"Recruitment of participants to a multiple sclerosis trial: The CombiRx experience","year":2014,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; IC Design Education Center; Teva Pharmaceutical Industries; Biogen; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Medicine; Psychology; Physical medicine and rehabilitation; Family medicine; Physical therapy; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1170974,0.0001666936,0.001814733,0.00005874916,0.0001072168,0.00003481374,0.0006230618,0.0004585734,0.0002750965],"category_scores_gemma":[0.7742187,0.0000942859,0.0007356673,0.0003591414,0.0008156173,0.00003278265,0.0003696344,0.001245963,0.000272519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003595131,"about_ca_system_score_gemma":0.000324796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005214538,"about_ca_topic_score_gemma":0.00004851739,"domain_scores_codex":[0.9856715,0.006679046,0.0048451,0.000716057,0.001489709,0.0005985412],"domain_scores_gemma":[0.5418733,0.4519781,0.00112232,0.002847776,0.000892741,0.001285804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3476005,0.01274448,0.1277927,0.0005030923,0.001309481,0.00001923067,0.004779546,0.00003318772,0.01784071,0.04308508,0.02009085,0.4242011],"study_design_scores_gemma":[0.4556579,0.04708681,0.1912867,0.004438976,0.001347187,0.000003166811,0.002122293,0.001690306,0.06095109,0.05699588,0.1773624,0.001057307],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719314,0.00006775567,0.0007045404,0.01869239,0.001679248,0.005618593,0.0000123411,0.0000515031,0.001242215],"genre_scores_gemma":[0.9902733,0.0004855489,0.001661793,0.004796077,0.001022227,0.0008558409,0.000002245679,0.0000267108,0.000876286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6571212,"threshold_uncertainty_score":0.909134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9832563666156324,"score_gpt":0.7530579981279677,"score_spread":0.2301983684876647,"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."}}