{"id":"W4322582369","doi":"10.1111/dom.15025/v1/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":2022,"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":"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01709847,0.001349586,0.00310557,0.008694157,0.003691769,0.008677278,0.005538391,0.0040457,0.1783179],"category_scores_gemma":[0.1150244,0.0009447041,0.003374399,0.008288788,0.002036795,0.003031979,0.002794597,0.002205946,0.06146806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01165094,"about_ca_system_score_gemma":0.07131296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1712601,"about_ca_topic_score_gemma":0.3453333,"domain_scores_codex":[0.9857245,0.002108492,0.001696881,0.0004787222,0.008637286,0.001354149],"domain_scores_gemma":[0.7830944,0.01811466,0.006474684,0.004726121,0.181103,0.006487178],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003186974,0.00001914957,0.0001273102,0.002570456,0.00004662375,0.00001037135,0.00002198413,0.000008593557,0.00002541859,0.0002186444,0.9783507,0.01856891],"study_design_scores_gemma":[0.0003754556,0.00004217085,0.007083402,0.01375627,0.0003228657,0.00004772436,0.0001422242,0.00008842935,0.0001410216,0.0004851043,0.9774695,0.00004571639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003926111,0.1183182,0.002036024,0.2673033,0.1297707,0.02717792,0.1736173,0.002948845,0.2749016],"genre_scores_gemma":[0.02480728,0.1464343,0.009473708,0.0923937,0.02878074,0.01877046,0.1340214,0.003120035,0.5421984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9829015,"threshold_uncertainty_score":0.5965329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287365649822785,"score_gpt":0.397359493691825,"score_spread":0.1686229287095465,"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."}}