{"id":"W1981877992","doi":"10.4236/ojemd.2012.24008","title":"Difficulties in Recruitment for a Randomised Controlled Trial of Lifestyle Intervention for Type 2 Diabetes: Implications for Diabetes Management","year":2012,"lang":"en","type":"article","venue":"Open Journal of Endocrine and Metabolic Diseases","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manning Diversified Forest Products (Canada)","funders":"","keywords":"Medicine; Intervention (counseling); Attrition; Type 2 diabetes; Randomized controlled trial; Diabetes mellitus; Physical therapy; Family medicine; Nursing; Surgery","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":[0.4864494,0.001487779,0.00280305,0.001043755,0.003299959,0.00358158,0.003268249,0.007469119,0.006486776],"category_scores_gemma":[0.5050198,0.001674609,0.002049595,0.001492778,0.00519057,0.00407993,0.002684441,0.00523915,0.001987357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288958,"about_ca_system_score_gemma":0.01067207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107863,"about_ca_topic_score_gemma":0.001135841,"domain_scores_codex":[0.3881297,0.5458666,0.03508569,0.005883712,0.02221449,0.002819979],"domain_scores_gemma":[0.4346177,0.4710763,0.05317961,0.02083968,0.0132391,0.007047669],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1827593,0.03123832,0.1283026,0.03215392,0.003667744,0.006506221,0.02371053,0.007241302,0.01441961,0.01770084,0.02574081,0.5265589],"study_design_scores_gemma":[0.2995988,0.275434,0.1555959,0.02849221,0.003524106,0.008461835,0.01071192,0.02141356,0.01119879,0.03988892,0.1446036,0.001076478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.446142,0.01649201,0.1636001,0.07820559,0.006611953,0.2752282,0.0008589173,0.0004665928,0.01239461],"genre_scores_gemma":[0.5408099,0.003194831,0.1555504,0.02776382,0.003362769,0.266493,0.0004482663,0.0001793081,0.002197722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5135506,"threshold_uncertainty_score":0.6332994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06676892105294185,"score_gpt":0.3873549346278587,"score_spread":0.3205860135749168,"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."}}