{"id":"W1971109697","doi":"10.1136/ebn.10.2.49","title":"Review: inhaled insulin provides better glycaemic control than oral hypoglycaemic agents but not better than subcutaneous insulin","year":2007,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Insulin; Medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003070879,0.001630203,0.00272433,0.001768801,0.0003914531,0.0003733963,0.00144095,0.001706888,0.0007927763],"category_scores_gemma":[0.001525698,0.001398675,0.001181667,0.001264929,0.0009883848,0.0006347804,0.0001754972,0.006121674,0.001186987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548538,"about_ca_system_score_gemma":0.0008101068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596843,"about_ca_topic_score_gemma":0.00001284133,"domain_scores_codex":[0.9884039,0.001344853,0.001998987,0.002143565,0.003274805,0.00283389],"domain_scores_gemma":[0.9938319,0.001766804,0.001006773,0.002145367,0.0006887389,0.0005604095],"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":[0.002062456,0.0003186015,0.003322153,0.01054405,0.0004644781,0.01224153,0.00007984965,0.000005395101,0.00108035,5.471028e-7,0.8392926,0.1305879],"study_design_scores_gemma":[0.01115464,0.003640391,0.003887533,0.2673224,0.005185958,0.0006207851,0.00004889983,0.001445317,0.002516014,0.0001441674,0.7007343,0.003299601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08654175,0.06030247,0.0005766663,0.8417876,0.001967692,0.00747526,0.0001148421,0.0005309641,0.0007028059],"genre_scores_gemma":[0.09659337,0.004114701,0.001072208,0.8816741,0.008174354,0.0003268262,0.001116788,0.0004535359,0.006474133],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2567783,"threshold_uncertainty_score":0.9996445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617297995910579,"score_gpt":0.3299945453703892,"score_spread":0.2738215654112834,"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."}}