{"id":"W2946445196","doi":"10.2337/ds18-0063","title":"Psychosocial Interventions for Emergent Adults With Type 1 Diabetes: Near-Empty Systematic Review and Exploratory Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychosocial; Medicine; Psychological intervention; Glycemic; Anxiety; Clinical psychology; Gerontology; Mental health; Type 2 diabetes; Psychiatry; Diabetes mellitus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009218514,0.000291608,0.002218143,0.0002768582,0.0001161081,0.00008388665,0.0001914707,0.00006672458,0.001789956],"category_scores_gemma":[0.0001403196,0.0001897798,0.001327351,0.001068788,0.00009012299,0.0001502369,0.0000864605,0.0001708582,0.0001846802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004638729,"about_ca_system_score_gemma":0.00004194844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002241203,"about_ca_topic_score_gemma":0.00002662761,"domain_scores_codex":[0.9977614,0.0001391726,0.0005752317,0.0005250634,0.000429355,0.0005697649],"domain_scores_gemma":[0.9985529,0.0001295351,0.0002415877,0.0006823568,0.0001972759,0.0001963649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007422832,0.0005141813,0.03969306,0.7226924,0.229168,0.000002666547,0.0002233455,0.00000585883,0.00004047442,0.0003762486,0.007134488,0.00007508705],"study_design_scores_gemma":[0.002687538,0.003470444,0.005883853,0.02718427,0.9558969,2.712405e-7,0.000360444,0.001776199,0.0002308959,0.0003293583,0.001352209,0.0008275955],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6300779,0.3391983,0.000106013,0.01038744,0.0004402322,0.01728686,0.000139958,0.0002657577,0.0020976],"genre_scores_gemma":[0.9827784,0.002437498,0.0005571411,0.002358772,0.0001135831,0.002122952,0.0003677432,0.0001091367,0.00915476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7267289,"threshold_uncertainty_score":0.9991226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223197849556666,"score_gpt":0.3300397835777629,"score_spread":0.2778078050821963,"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."}}