{"id":"W4200271720","doi":"10.1111/dom.14629/v1/review2","title":"Review for \"Pushing the limits of insulin delivery 100 years later: A Case Study of a Race Across Canada\"","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Race (biology); Insulin delivery; Demography; Genealogy; History; Medicine; Sociology; Gender studies; Endocrinology; Diabetes mellitus","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":[0.006464175,0.0005624708,0.001019004,0.004502418,0.007380168,0.005265378,0.003470156,0.005889094,0.02406476],"category_scores_gemma":[0.06588043,0.0003149988,0.0008339909,0.004676055,0.003934503,0.00200231,0.002358055,0.00404454,0.004568143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02230132,"about_ca_system_score_gemma":0.1573917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7047143,"about_ca_topic_score_gemma":0.8799406,"domain_scores_codex":[0.9921055,0.001139258,0.0008202952,0.0004568239,0.004461631,0.001016501],"domain_scores_gemma":[0.9235786,0.01300464,0.00292342,0.001156539,0.05283634,0.006500337],"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":[0.000009452234,0.00001156679,0.0007248188,0.0008951825,0.00001743082,0.001141092,0.0009167219,0.0000182329,0.00005563079,0.00146231,0.967584,0.02716355],"study_design_scores_gemma":[0.00001490678,0.00001049469,0.00496618,0.006576855,0.00005559745,0.001727547,0.002391265,0.0000270591,0.0000568514,0.0005192814,0.9836167,0.00003721936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00380133,0.1360273,0.0006363574,0.7059188,0.07250255,0.0003839509,0.001437162,0.0001430448,0.07914942],"genre_scores_gemma":[0.06482524,0.3341545,0.003728857,0.3581703,0.03400014,0.0006044333,0.003175773,0.0005335008,0.2008073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9935358,"threshold_uncertainty_score":0.5940493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09833334676728718,"score_gpt":0.4058732647186949,"score_spread":0.3075399179514077,"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."}}