{"id":"W4297337184","doi":"10.1097/nor.0000000000000879","title":"Not So Sweet","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Psychological intervention; Population; Intensive care medicine; Surgery; Physical therapy; Internal medicine; Type 2 diabetes; Environmental health; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002019568,0.0008323713,0.0008589088,0.001197744,0.006328004,0.007564948,0.001277072,0.004300311,0.282141],"category_scores_gemma":[0.01607542,0.0003197991,0.000845684,0.00119783,0.003729476,0.009729845,0.006477493,0.007123597,0.1824604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395077,"about_ca_system_score_gemma":0.002818934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003689094,"about_ca_topic_score_gemma":0.006474903,"domain_scores_codex":[0.9971927,0.0009806663,0.0001435614,0.0003131368,0.000953539,0.0004164859],"domain_scores_gemma":[0.9957099,0.0006799786,0.0002758432,0.0004293685,0.001695695,0.001209161],"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":[0.00002732974,0.00002848461,0.0003599357,0.0001050886,0.000008461064,0.0002769231,0.0007134749,0.00001715685,0.000107753,0.01356216,0.9429756,0.04181767],"study_design_scores_gemma":[0.000004132597,0.00001328167,0.0001626293,0.0001581168,0.000002392211,0.0004469258,0.0009803276,0.000007522262,0.00002653165,0.002435707,0.9957539,0.000008589333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00294375,0.01546825,0.002770896,0.2846219,0.0653181,0.000165668,0.001181336,0.0008134095,0.6267167],"genre_scores_gemma":[0.02652698,0.01416039,0.002880141,0.2940482,0.00970515,0.0001736308,0.0009470508,0.0008345643,0.6507239],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.282141,"threshold_uncertainty_score":0.9438556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480734102991286,"score_gpt":0.4544472682630721,"score_spread":0.3063738579639435,"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."}}