{"id":"W3048972050","doi":"10.1016/j.jcjd.2020.06.004","title":"Mental Health in Diabetes: Never a Better Time","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Medicine; Diabetes mellitus; Mental health; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0102498,0.0007768787,0.002583713,0.00165514,0.01140202,0.01357332,0.002488989,0.01436296,0.02515671],"category_scores_gemma":[0.02696085,0.000729267,0.001947419,0.001597901,0.009147735,0.01880253,0.01098474,0.03758967,0.003155941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01113097,"about_ca_system_score_gemma":0.03106883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0713408,"about_ca_topic_score_gemma":0.1375642,"domain_scores_codex":[0.9905096,0.003543541,0.0006316184,0.0005745249,0.001771834,0.002968821],"domain_scores_gemma":[0.9540592,0.004975352,0.001371374,0.0008714263,0.00638369,0.03233892],"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":[0.0002347801,0.0009068545,0.01240028,0.001048631,0.0002641847,0.001241274,0.006722247,0.00005690398,0.0002569825,0.01802462,0.8016809,0.1571623],"study_design_scores_gemma":[0.0003880323,0.0006184662,0.03711081,0.01891328,0.0005277503,0.002196558,0.07479423,0.0001428738,0.0002152468,0.04349546,0.8211504,0.00044691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002970147,0.03972531,0.0001010262,0.9270699,0.02436182,0.000009255347,0.00008033119,0.00003138105,0.005650779],"genre_scores_gemma":[0.110026,0.08779997,0.001458604,0.743476,0.0411361,0.0001411526,0.0002772139,0.0001381201,0.01554687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0713408,"threshold_uncertainty_score":0.1418511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293707382087265,"score_gpt":0.230308702700994,"score_spread":0.2173716288801214,"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."}}