{"id":"W4322493860","doi":"10.1111/dom.15025/v2/review1","title":"Review for \"Use the <scp>FreeStyle</scp> Libre system and diabetes treatment progression in <scp>T2DM</scp> : Results from a retrospective cohort study using a Canadian private payer claims database\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; 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":[0.01714025,0.001324195,0.003076456,0.008660923,0.003642524,0.008705528,0.005417987,0.00393408,0.181122],"category_scores_gemma":[0.1143486,0.0009317749,0.003401791,0.008222854,0.002036745,0.002981375,0.002730353,0.002192648,0.0620016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177508,"about_ca_system_score_gemma":0.07065182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1708681,"about_ca_topic_score_gemma":0.3438044,"domain_scores_codex":[0.98603,0.002067233,0.001704608,0.0004718094,0.008388422,0.001337891],"domain_scores_gemma":[0.7824569,0.01782099,0.006472236,0.004711873,0.1820674,0.006470628],"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":[0.00003187844,0.00001876466,0.0001282272,0.002495788,0.00004556393,0.00001024151,0.00002128171,0.000008816392,0.00002547305,0.0002258528,0.977412,0.01957611],"study_design_scores_gemma":[0.0003470713,0.00003965957,0.006758917,0.01334104,0.0003100021,0.00004686424,0.0001370575,0.00008930198,0.0001395072,0.0004974249,0.9782487,0.00004439595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003933261,0.1185834,0.002123835,0.2621284,0.134344,0.02677324,0.1666497,0.002937944,0.2825263],"genre_scores_gemma":[0.02444551,0.1453212,0.009504396,0.08702505,0.0290264,0.01782791,0.1266491,0.003041893,0.5571586],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8291319,"threshold_uncertainty_score":0.6059135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2592007835819954,"score_gpt":0.4066267253168498,"score_spread":0.1474259417348543,"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."}}