{"id":"W2014514328","doi":"10.1007/s11136-010-9699-0","title":"Patient treatment satisfaction after switching to NovoMix® 30 (BIAsp 30) in the IMPROVE™ study: an analysis of the influence of prior and current treatment factors","year":2010,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital","funders":"Novo Nordisk","keywords":"Medicine; Type 2 diabetes; Observational study; Analysis of variance; Patient satisfaction; Treatment effect; Diabetes mellitus; Internal medicine; Diabetes treatment; Physical therapy; Surgery; 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":[0.003576499,0.0001843615,0.0006857713,0.0003975375,0.0003602543,0.0006497298,0.0002374808,0.0003657581,0.002302957],"category_scores_gemma":[0.007044003,0.000186807,0.001521773,0.0006804998,0.0002836964,0.0004829296,0.0005211746,0.0008751004,0.0001693231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005467495,"about_ca_system_score_gemma":0.0004106041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627107,"about_ca_topic_score_gemma":0.001784083,"domain_scores_codex":[0.9976884,0.001233815,0.0001920158,0.0001754243,0.0004606568,0.0002497435],"domain_scores_gemma":[0.9934024,0.002326434,0.00285233,0.0002141315,0.0003222899,0.0008823263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0061937,0.000985114,0.9809564,0.00003829698,0.0003736987,0.00004843787,0.0003306059,0.0001151939,0.0002205679,0.0000204183,0.0001888493,0.01052864],"study_design_scores_gemma":[0.0002623748,0.004638126,0.9936076,0.00001004576,0.0001602246,0.0001091843,0.0002725309,0.0005845371,0.0001272973,0.00001578018,0.0001996015,0.00001258755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996002,0.00008160762,0.00005735334,0.00002645117,0.000003567596,0.00001029595,0.00009402004,0.000001325646,0.0001251932],"genre_scores_gemma":[0.9995604,0.00003382386,0.000055706,0.00003544152,0.000007216558,0.00001389518,0.0002021871,0.000001175269,0.00009011949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576499,"threshold_uncertainty_score":0.01891458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393959611662049,"score_gpt":0.4599472821978313,"score_spread":0.3205513210316263,"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."}}