{"id":"W4316469640","doi":"10.3390/medicina59010182","title":"Clinical Inertia in the Management of Type 2 Diabetes Mellitus: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Medicina","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Clinical trial; Type 2 Diabetes Mellitus; MEDLINE; Diabetes mellitus; Intensive care medicine; Internal medicine; Insulin; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00623151,0.001099306,0.005582834,0.008615711,0.0005585899,0.002502816,0.001477805,0.001587819,0.002363923],"category_scores_gemma":[0.03271255,0.0008357713,0.004908104,0.01016727,0.0006953438,0.002076749,0.001201188,0.001110141,0.0001513121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898565,"about_ca_system_score_gemma":0.009745077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295259,"about_ca_topic_score_gemma":0.02169802,"domain_scores_codex":[0.9938213,0.002525029,0.002033645,0.0003911239,0.001071727,0.0001571291],"domain_scores_gemma":[0.9734935,0.02070584,0.003996695,0.0002377547,0.001277598,0.0002885862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000128779,0.00002777235,0.001334165,0.9391351,0.006757858,0.0001183547,0.000286089,0.0001052192,0.0000863817,0.0001985238,0.001137318,0.05068443],"study_design_scores_gemma":[0.0002469841,0.0002789932,0.007922861,0.9290951,0.04438218,0.0006357227,0.0005329993,0.0001384116,0.00009555208,0.0002961402,0.01633098,0.00004405205],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000836966,0.9985288,0.00006938143,0.0001796147,0.00006295774,0.0001246166,0.00007506744,0.000002773312,0.0001197918],"genre_scores_gemma":[0.01035458,0.9885424,0.0004201403,0.0003071128,0.0000670692,0.0001968887,0.0000725025,0.000001483928,0.00003776397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008615711,"threshold_uncertainty_score":0.03295583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007670484991332,"score_gpt":0.409662384110089,"score_spread":0.3088953356109558,"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."}}