{"id":"W4402939154","doi":"10.51731/cjht.2024.993","title":"Insulin icodec (Awiqli)","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Medicine; Internal medicine","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":[0.000778911,0.0005166637,0.0004786955,0.001905137,0.0004069415,0.001188008,0.0006523618,0.0006313313,0.01331105],"category_scores_gemma":[0.001126447,0.0001257415,0.0006574632,0.001660394,0.0003611432,0.0005763486,0.0004315842,0.001257501,0.002938192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789328,"about_ca_system_score_gemma":0.003322755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07831669,"about_ca_topic_score_gemma":0.1307188,"domain_scores_codex":[0.999268,0.00008201446,0.00004664743,0.00008704505,0.000442696,0.00007355494],"domain_scores_gemma":[0.9995561,0.00007202182,0.00008085593,0.00001702087,0.0002070786,0.00006678472],"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":[0.0006790088,0.0001148387,0.0006908067,0.004561508,0.00009746553,0.0001788731,0.00004594529,0.0001236316,0.004589449,0.002627811,0.06209354,0.9241971],"study_design_scores_gemma":[0.000284161,0.0006104909,0.004533338,0.003283282,0.0002242999,0.001185947,0.00006119702,0.0001521394,0.005542118,0.0003397739,0.9837535,0.00002982824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01278276,0.8091493,0.004093848,0.002658074,0.001660574,0.0005395433,0.003963948,0.0005245171,0.1646274],"genre_scores_gemma":[0.1565282,0.7106717,0.01296122,0.00839524,0.0007236545,0.0004568264,0.008275541,0.0001580527,0.1018295],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07831669,"threshold_uncertainty_score":0.1557217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158141669393885,"score_gpt":0.3394813570639865,"score_spread":0.2978999403700476,"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."}}