{"id":"W4406274446","doi":"10.1111/dme.15514","title":"The missing piece: The clinical translation of precision diabetes medicine requires precision mental health care: A call to action from the international <scp>PsychoSocial</scp> Aspects of Diabetes (<scp>PSAD</scp>) Study Group","year":2025,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Psychosocial; Call to action; Precision medicine; Action (physics); Diabetes mellitus; Mental health; Gerontology; Family medicine; Psychiatry; Endocrinology; Advertising; Pathology","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":[],"category_scores_codex":[0.2335117,0.002676482,0.006966889,0.003620134,0.008061831,0.02764968,0.007860321,0.04275856,0.01981483],"category_scores_gemma":[0.4017612,0.001871693,0.006732045,0.00382274,0.02216853,0.04224768,0.01847298,0.06733722,0.007984017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213057,"about_ca_system_score_gemma":0.06548801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357851,"about_ca_topic_score_gemma":0.01424209,"domain_scores_codex":[0.8283809,0.09788322,0.01769599,0.0100473,0.03915279,0.006839775],"domain_scores_gemma":[0.2907825,0.5336768,0.01525614,0.02978537,0.09540375,0.03509555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004984242,0.0001319755,0.0007882092,0.003571595,0.0002307792,0.0002654551,0.00167008,0.0002590932,0.0003174525,0.0211064,0.8702424,0.1009181],"study_design_scores_gemma":[0.0005072928,0.0005280079,0.001637632,0.02591739,0.0003410958,0.0005499824,0.003494204,0.0007602802,0.0004542905,0.1054381,0.8599468,0.0004248613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001627236,0.02267443,0.0009847902,0.9565328,0.01859616,0.00004171706,0.0002053903,0.00007031216,0.0007316578],"genre_scores_gemma":[0.009682606,0.06097459,0.01456964,0.8433281,0.06760564,0.0004048709,0.0008308684,0.0003939384,0.00220973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2335117,"threshold_uncertainty_score":0.9452165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05403369260241041,"score_gpt":0.4041260994543948,"score_spread":0.3500924068519844,"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."}}