{"id":"W4403714936","doi":"10.1016/s2213-8587(24)00248-1","title":"Diabetes subtypes and patient-reported outcomes","year":2024,"lang":"en","type":"letter","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"HLS Therapeutics; Ultragenyx Pharmaceutical; Amgen","keywords":"Medicine; MEDLINE; Diabetes mellitus; Intensive care medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00982922,0.0006491263,0.002021751,0.001674122,0.002120674,0.003488336,0.001813025,0.02329591,0.01088843],"category_scores_gemma":[0.0782167,0.0008099029,0.001699294,0.003034828,0.001441462,0.002880124,0.001735748,0.02102566,0.005198196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211529,"about_ca_system_score_gemma":0.005068994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227474,"about_ca_topic_score_gemma":0.04054793,"domain_scores_codex":[0.9904186,0.004474455,0.001485006,0.0006154245,0.001999391,0.001007069],"domain_scores_gemma":[0.9401787,0.04122214,0.004970203,0.00176454,0.00568232,0.006182092],"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":[0.0002562519,0.00005268798,0.0139711,0.0001302371,0.0001093496,0.0004030033,0.0001135814,0.00006777573,0.00003487026,0.001976888,0.9686083,0.014276],"study_design_scores_gemma":[0.002452033,0.0003491057,0.1300484,0.004302348,0.001015799,0.002479423,0.002365316,0.002885651,0.0002844352,0.04704586,0.8062627,0.0005089568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001587803,0.004198408,0.0000731562,0.9658463,0.02198716,0.000009500593,0.001681638,0.00002335507,0.004592648],"genre_scores_gemma":[0.02910762,0.004741292,0.0003055286,0.8491685,0.1082478,0.0001577954,0.001467395,0.0000417995,0.00676224],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02329591,"threshold_uncertainty_score":0.05198252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278190633171094,"score_gpt":0.2970231164502841,"score_spread":0.2642412101185732,"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."}}