{"id":"W7103369538","doi":"","title":"Effectiveness of the CANRISK tool in the identification of\\ndysglycemia in First Nations and Métis in Canada","year":2018,"lang":"en","type":"article","venue":"PubMed Central","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology)","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":[0.002624143,0.0005569824,0.0006847613,0.001602003,0.001459042,0.002436789,0.00103657,0.0006049201,0.005022043],"category_scores_gemma":[0.01988485,0.0002560843,0.0008441472,0.002411395,0.0005857272,0.0006924034,0.001290129,0.0009325667,0.0004007694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02189665,"about_ca_system_score_gemma":0.06046291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760345,"about_ca_topic_score_gemma":0.9843353,"domain_scores_codex":[0.9976146,0.0005639379,0.0001907573,0.0002289349,0.0009523231,0.000449456],"domain_scores_gemma":[0.9901369,0.002802456,0.0008234996,0.0002344383,0.004080345,0.001922393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004834038,0.0007864424,0.7715474,0.001297973,0.0007106548,0.0003055272,0.00097681,0.002567386,0.000180864,0.001230909,0.04429071,0.1712714],"study_design_scores_gemma":[0.0008736656,0.0008803139,0.9596307,0.001884506,0.001193784,0.0001988892,0.003090041,0.00855424,0.0005232287,0.0005122055,0.0225096,0.0001488018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591332,0.01504509,0.001016103,0.01550355,0.0007785581,0.000993468,0.02385903,0.000447746,0.0832232],"genre_scores_gemma":[0.9842828,0.004453462,0.001979455,0.001517908,0.00009932197,0.0001076161,0.003803965,0.00003870773,0.003716853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02396554,"threshold_uncertainty_score":0.158872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007333401269310142,"score_gpt":0.2248563491002068,"score_spread":0.2175229478308966,"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."}}