{"id":"W3214002736","doi":"10.1016/j.jcjd.2021.09.046","title":"Optimizing Successful Transitions: Improving Diabetes Care Post Hospitalization","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Diabetes mellitus; Regimen; Emergency medicine; Intensive care medicine; Type 2 diabetes; Adverse effect; Internal medicine","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":[0.002541486,0.000628294,0.0007798709,0.0009156431,0.003297515,0.004213745,0.001443929,0.001315224,0.007423344],"category_scores_gemma":[0.01617329,0.0002882591,0.0009999827,0.0008252296,0.0004464047,0.002215128,0.003856193,0.004168156,0.001061817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004191403,"about_ca_system_score_gemma":0.01595132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02638288,"about_ca_topic_score_gemma":0.06711067,"domain_scores_codex":[0.9971819,0.0008725975,0.0002317244,0.0001977844,0.0003908399,0.001125183],"domain_scores_gemma":[0.9897315,0.001038344,0.001146585,0.0001890417,0.001196363,0.006698202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005395026,0.006792596,0.1706473,0.001008503,0.000264134,0.000544404,0.002862714,0.001097097,0.0003566889,0.0037685,0.1231954,0.6889232],"study_design_scores_gemma":[0.0008543919,0.003625798,0.7804188,0.008781146,0.0009839019,0.0009597024,0.03088473,0.003700453,0.001635419,0.03112608,0.136664,0.0003656617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.611918,0.02789087,0.008638442,0.2619714,0.006891259,0.0007588911,0.001509599,0.001299937,0.0791216],"genre_scores_gemma":[0.9518453,0.01317892,0.01434498,0.01272269,0.00121623,0.0003578996,0.0009804344,0.0001111858,0.005242253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02638288,"threshold_uncertainty_score":0.05245864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006347336562713459,"score_gpt":0.2133229780484031,"score_spread":0.2069756414856896,"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."}}