{"id":"W4406597550","doi":"10.1503/cmaj.241037","title":"Weekly injectable insulin icodec for adults with diabetes","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Insulin; Human insulin; Diabetes mellitus; Medicine; Albumin; Subcutaneous injection; Human albumin; Endocrinology; 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":[0.0001538838,0.0002105803,0.0003172371,0.0002483875,0.0002336949,0.000230314,0.0002006683,0.0003925423,0.01510199],"category_scores_gemma":[0.0003678344,0.00004533838,0.0001931872,0.0002757617,0.00008579432,0.0001769939,0.0001605849,0.00076175,0.004210631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677821,"about_ca_system_score_gemma":0.0002811294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973331,"about_ca_topic_score_gemma":0.00426257,"domain_scores_codex":[0.999921,0.000009997123,0.000004351704,0.00001191791,0.00003632708,0.00001639496],"domain_scores_gemma":[0.9998728,0.00001728953,0.00002292719,0.000008315549,0.0000236226,0.00005507821],"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":[0.002892532,0.0007369167,0.005938283,0.0007148954,0.00004870562,0.001399305,0.00006515736,0.00003881025,0.01687603,0.0005512114,0.1110372,0.8597009],"study_design_scores_gemma":[0.001970279,0.006601721,0.06984542,0.001070033,0.0002358718,0.01361374,0.00008749626,0.0003920828,0.008385734,0.0005446813,0.89722,0.00003289212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2398706,0.3965579,0.01528502,0.01389993,0.01025908,0.001332417,0.004796479,0.003011877,0.3149868],"genre_scores_gemma":[0.7289925,0.08416677,0.01777424,0.01849151,0.005672392,0.0006864393,0.004407614,0.00026453,0.139544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01510199,"threshold_uncertainty_score":0.05052119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005516519203709854,"score_gpt":0.2481771093629803,"score_spread":0.2426605901592704,"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."}}