{"id":"W3214482785","doi":"10.1093/abm/kaab094","title":"Trajectories of Depressive Symptoms and Incident Diabetes: A Prospective Study","year":2021,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Carleton University","funders":"","keywords":"Depressive symptoms; Diabetes mellitus; Medicine; Depression (economics); Incidence (geometry); Prospective cohort study; Psychiatry; Longitudinal study; Internal medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.001400754,0.0003466205,0.0003100951,0.0005788656,0.0008246475,0.0009267401,0.000484528,0.0005519271,0.0009349786],"category_scores_gemma":[0.002397372,0.000775042,0.0005144106,0.001140709,0.0002295781,0.0006645166,0.0007455727,0.001353757,0.0003393007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533,"about_ca_system_score_gemma":0.0005583144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292619,"about_ca_topic_score_gemma":0.0162249,"domain_scores_codex":[0.9994468,0.0001734743,0.00005784839,0.0001249827,0.00009377718,0.00010303],"domain_scores_gemma":[0.9985929,0.0001623438,0.0004663835,0.000167727,0.0001845676,0.0004261286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194188,0.0001158085,0.9990045,0.000004779629,0.0000588294,0.00003476732,0.00009639305,0.00001980831,0.0000460894,0.00001174513,0.00007452784,0.0004132907],"study_design_scores_gemma":[0.00002434798,0.0001879955,0.9990332,0.00001272431,0.00004243206,0.0001311617,0.0002347207,0.0001688268,0.00001768774,0.00002200925,0.0001198597,0.000005097928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990885,0.0001205863,0.00008589867,0.00002846494,0.000004152721,0.00001775875,0.0005141523,0.000001969025,0.000138532],"genre_scores_gemma":[0.9985812,0.000156623,0.0002030052,0.00003642165,0.000005746244,0.00002841573,0.0008378795,0.000001883093,0.0001489626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292619,"threshold_uncertainty_score":0.02570188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284024106950323,"score_gpt":0.3822535040144736,"score_spread":0.3194132629449703,"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."}}