{"id":"W2273108929","doi":"10.1111/jep.12510","title":"Case study of evaluations that go beyond clinical outcomes to assess quality improvement diabetes programmes using the <scp>D</scp>iabetes <scp>E</scp>valuation <scp>F</scp>ramework for <scp>I</scp>nnovative <scp>N</scp>ational <scp>E</scp>valuations (<scp>DEFINE</scp>)","year":2016,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"Sanofi","keywords":"Valuation (finance); Knowledge translation; Knowledge management; Process management; Health care; Quality (philosophy); Management science; Business; Medicine; Computer science; Political science; Economics","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":[0.03461685,0.0006839637,0.0006034269,0.002270417,0.005405798,0.003583015,0.00182792,0.00252958,0.004645919],"category_scores_gemma":[0.04835804,0.0004317854,0.001067759,0.002141937,0.003611703,0.002746679,0.00320366,0.002312502,0.0003823024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151532,"about_ca_system_score_gemma":0.009047395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105758,"about_ca_topic_score_gemma":0.01639746,"domain_scores_codex":[0.9483484,0.044192,0.001330683,0.001100897,0.002922575,0.00210537],"domain_scores_gemma":[0.9385278,0.04756188,0.003794122,0.002692347,0.005113623,0.002310201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.005278902,0.01725864,0.1348623,0.007401232,0.0008379229,0.0513096,0.1913717,0.0329891,0.004006766,0.280588,0.03941715,0.2346788],"study_design_scores_gemma":[0.00290353,0.01414454,0.1072085,0.01178284,0.000765411,0.02092639,0.4499115,0.04145195,0.01417236,0.056338,0.2798373,0.0005575346],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530086,0.002641477,0.03194772,0.007692717,0.0002761118,0.01048275,0.0009779646,0.00005843088,0.0929143],"genre_scores_gemma":[0.9670144,0.0007932851,0.02470156,0.0006649364,0.00003896909,0.002771659,0.0001873971,0.00001866027,0.003809085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03461685,"threshold_uncertainty_score":0.1830736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3219085095777406,"score_gpt":0.5435091619697828,"score_spread":0.2216006523920422,"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."}}