{"id":"W4248114692","doi":"10.1016/j.jcjd.2017.10.043","title":"Self-Monitoring of Blood Glucose (SMBG) Recommendation Tool for Health-Care Providers","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Intensive care medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001666993,0.0002907008,0.000475823,0.001257099,0.0005828697,0.0009450003,0.0005219927,0.0007727101,0.01472482],"category_scores_gemma":[0.01338513,0.000175134,0.0007220718,0.0007770442,0.00005429129,0.000646114,0.0005686366,0.00102198,0.002557445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007567017,"about_ca_system_score_gemma":0.002051428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386134,"about_ca_topic_score_gemma":0.024887,"domain_scores_codex":[0.9988475,0.0004163738,0.0002491688,0.00008659732,0.0002819533,0.000118389],"domain_scores_gemma":[0.9950741,0.002071711,0.0008415404,0.0001405136,0.001128911,0.0007432385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004854879,0.001280756,0.6664605,0.0005256983,0.0001592499,0.0003123342,0.000459542,0.0001974346,0.0004863146,0.0002786921,0.07399064,0.2553634],"study_design_scores_gemma":[0.000521945,0.0008979242,0.9349763,0.002193622,0.0006360572,0.00157512,0.002433284,0.006105057,0.00181623,0.0009180886,0.04779385,0.0001326181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8242757,0.007908843,0.009847587,0.03220608,0.001182156,0.002855887,0.03281182,0.001972903,0.086939],"genre_scores_gemma":[0.9226054,0.003831574,0.04912265,0.004403647,0.0004482872,0.001210119,0.01019677,0.00007097287,0.008110645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01472482,"threshold_uncertainty_score":0.04925942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585721113312771,"score_gpt":0.2811408827563058,"score_spread":0.2652836716231781,"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."}}