{"id":"W2513314600","doi":"10.1111/dme.13255","title":"Review of research grant allocation to psychosocial studies in diabetes research","year":2016,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Psychosocial; Diabetes mellitus; Gerontology; Family medicine; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05208272,0.001623275,0.004984166,0.01863211,0.001081928,0.004172413,0.003380882,0.002344295,0.006808809],"category_scores_gemma":[0.1382166,0.001249345,0.003732288,0.02456049,0.001530116,0.002738666,0.003680993,0.001870397,0.001008462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006432636,"about_ca_system_score_gemma":0.0191249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783725,"about_ca_topic_score_gemma":0.01161403,"domain_scores_codex":[0.9567744,0.02056399,0.01260168,0.001845891,0.007176625,0.001037492],"domain_scores_gemma":[0.8511301,0.1183441,0.01673555,0.002286555,0.01015238,0.001351293],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003020685,0.00003282118,0.0008484944,0.4850475,0.002370019,0.0000935819,0.0002738771,0.0002286395,0.0001635779,0.002157731,0.01094174,0.49754],"study_design_scores_gemma":[0.0003291579,0.0001527725,0.005444979,0.7201855,0.01249673,0.0004689483,0.0005541474,0.0001143267,0.000353048,0.002040713,0.2578152,0.00004438092],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002257834,0.9977536,0.0002206712,0.0006643704,0.000358341,0.0001142507,0.0001304308,0.000008296745,0.0005242752],"genre_scores_gemma":[0.002678234,0.995778,0.0006227925,0.0003340138,0.0001213735,0.0002480691,0.0001139109,0.000006048928,0.00009747712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9479173,"threshold_uncertainty_score":0.275443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6847873097829102,"score_gpt":0.6689383585433246,"score_spread":0.01584895123958563,"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."}}