{"id":"W2091576995","doi":"10.1111/dme.12686","title":"Glycaemic control and self‐management behaviours in Type 2 diabetes: results from a 1‐year longitudinal cohort study","year":2015,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confounding; Diabetes mellitus; Type 2 diabetes; Observational study; Cohort; Longitudinal study; Cohort study; Prospective cohort study; Blood glucose monitoring; Internal medicine; Diabetes management; Physical therapy; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001494114,0.0002535192,0.0006475611,0.0003497468,0.000035169,0.00002202666,0.0001319909,0.00007115694,0.00007429924],"category_scores_gemma":[0.0004203896,0.0002095514,0.00002672739,0.0004923044,0.0001121903,0.00008935841,0.00007024452,0.0002044517,0.00006330875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607165,"about_ca_system_score_gemma":0.00004942584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000388193,"about_ca_topic_score_gemma":0.00004129833,"domain_scores_codex":[0.9976998,0.000105713,0.0005504988,0.0006000592,0.0006133695,0.0004305892],"domain_scores_gemma":[0.9986601,0.0001465492,0.0001321365,0.000554822,0.0001434851,0.0003628612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002964763,0.0009688621,0.9848747,0.00004178437,0.0002819507,0.00005909669,0.002030373,0.000001987383,0.00001489416,0.00003700436,0.009580546,0.001812293],"study_design_scores_gemma":[0.01983945,0.001605069,0.9724666,0.0003226566,0.001347239,6.029009e-7,0.002797272,0.0003126865,0.000007197138,0.0001707866,0.00094374,0.0001866995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888174,0.0007243719,0.000005162052,0.002089949,0.000766534,0.001940426,0.00000942357,0.00009576065,0.005550986],"genre_scores_gemma":[0.9978884,0.00009396888,0.0001935907,0.0005240259,0.0003376938,0.0001013339,0.0002478428,0.00003014197,0.0005829885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954297,"threshold_uncertainty_score":0.8545257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431297337780246,"score_gpt":0.284450799104276,"score_spread":0.2601378257264735,"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."}}