{"id":"W1561211740","doi":"10.1111/jep.12423","title":"Contribution of treatment acceptability to acceptance of randomization: an exploration","year":2015,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"National Institute of Nursing Research; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Randomization; Randomized controlled trial; Medicine; Clinical psychology; Acceptance and commitment therapy; Clinical trial; Insomnia; Psychiatry; Intervention (counseling); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3324159,0.0006109413,0.001088507,0.001284909,0.0008531974,0.004639908,0.002323083,0.002403946,0.005937607],"category_scores_gemma":[0.5980252,0.0006418237,0.003962362,0.001611946,0.005195346,0.004302108,0.002782548,0.002942611,0.000353682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709646,"about_ca_system_score_gemma":0.008082705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245322,"about_ca_topic_score_gemma":0.001167959,"domain_scores_codex":[0.5066637,0.4292763,0.02347205,0.006775707,0.03082986,0.002982404],"domain_scores_gemma":[0.1470143,0.7844691,0.04858579,0.009760067,0.00890402,0.001266654],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.006732412,0.001206993,0.6345305,0.00961517,0.004398331,0.0008013062,0.02755945,0.001612506,0.000591982,0.01709501,0.001339593,0.2945167],"study_design_scores_gemma":[0.00156347,0.01419291,0.8626853,0.01226225,0.007386634,0.003999955,0.01510298,0.03226418,0.003072198,0.02655805,0.02053788,0.000374192],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556402,0.02349774,0.07265859,0.0198882,0.0003772214,0.007802774,0.0004246774,0.0001153655,0.0195953],"genre_scores_gemma":[0.9889736,0.001093289,0.007193363,0.00100293,0.0001369657,0.001229309,0.0000440983,0.00002694215,0.0002995766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6675841,"threshold_uncertainty_score":0.8232501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137729532220206,"score_gpt":0.5441595608820229,"score_spread":0.3303866076600023,"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."}}