{"id":"W2108982739","doi":"10.1177/193229681000400622","title":"Novopen Echo® for the Delivery of Insulin: A Comparison of Usability, Functionality and Preference among Pediatric Subjects, Their Parents, and Health Care Professionals","year":2010,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Usability; Dosing; Insulin pen; Health professionals; MEDLINE; Patient satisfaction; Family medicine; Health care; Pediatrics; Medical physics; Insulin; Internal medicine; Nursing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206213,0.00008000643,0.0003625271,0.0003955525,0.0001833134,0.00001924455,0.0002544803,0.00008121072,0.000003912653],"category_scores_gemma":[0.0005607129,0.00004356051,0.00002903428,0.0006008043,0.00163995,0.0001714098,0.0002693624,0.0003417926,5.466993e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854478,"about_ca_system_score_gemma":0.000405827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008371502,"about_ca_topic_score_gemma":0.00003473249,"domain_scores_codex":[0.9988288,0.00002345647,0.0003916792,0.0001669126,0.0003682582,0.000220855],"domain_scores_gemma":[0.9981359,0.0002873727,0.0004018347,0.000171135,0.0009161155,0.00008768728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002349874,0.0001324699,0.9508613,0.0004228282,0.00002277339,8.403062e-8,0.000267498,2.22875e-7,0.002726016,0.0002086392,0.00007713021,0.04525759],"study_design_scores_gemma":[0.0008192787,0.001341052,0.9862647,0.0001071034,0.00005478183,0.000001126586,0.003338519,0.0003080908,0.006733894,0.0008938177,0.00008826642,0.00004933409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917634,0.00492012,0.000007653643,0.002677947,0.0001059142,0.0004884087,0.000008322755,0.000004949749,0.00002334013],"genre_scores_gemma":[0.999289,0.0002404682,0.0003634158,0.00004941499,0.00003645307,0.000009881494,9.02784e-7,0.000003229259,0.000007224918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04520826,"threshold_uncertainty_score":0.6042464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334014130778834,"score_gpt":0.3554059872372719,"score_spread":0.3020658459294835,"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."}}