{"id":"W4280509110","doi":"10.1016/j.jcjd.2022.05.001","title":"Intervention Effect of Pender’s Model on Mental Health of Patients With Diabetes Mellitus: A Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Social Science Fund of China; National Office for Philosophy and Social Sciences","keywords":"Medicine; Meta-analysis; Diabetes mellitus; Randomized controlled trial; Intervention (counseling); Mental health; Subgroup analysis; MEDLINE; Physical therapy; Internal medicine; Clinical psychology; Psychiatry; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.004269947,0.002114597,0.01068939,0.0012905,0.0004151934,0.001697866,0.001641208,0.001928409,0.005763956],"category_scores_gemma":[0.01024576,0.0009987744,0.02461187,0.001584852,0.0004851919,0.001131338,0.0009534831,0.002959911,0.0003485662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558313,"about_ca_system_score_gemma":0.001381556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001497,"about_ca_topic_score_gemma":0.01896852,"domain_scores_codex":[0.9978439,0.00106421,0.0004365357,0.0003284668,0.0001968668,0.0001299732],"domain_scores_gemma":[0.9965487,0.002588487,0.0004084337,0.0001548459,0.0001964673,0.0001031039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04323788,0.0004088188,0.003157008,0.172181,0.7462497,0.0001117677,0.000130198,0.0006584,0.0004463897,0.0002306555,0.0008801544,0.03230799],"study_design_scores_gemma":[0.01113662,0.001271633,0.003641322,0.006175719,0.9761778,0.00003964901,0.00005967885,0.0002560244,0.00009912013,0.0002052652,0.0009115434,0.00002569565],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04017334,0.9564418,0.0009338434,0.0003263931,0.0006184401,0.0004151353,0.0004354142,0.00005815197,0.0005973874],"genre_scores_gemma":[0.5090439,0.4835586,0.003374932,0.001234597,0.000409868,0.0006588845,0.0006551907,0.0000408445,0.001023186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01068939,"threshold_uncertainty_score":0.02258188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05811075283253399,"score_gpt":0.3225550527987812,"score_spread":0.2644442999662472,"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."}}