{"id":"W7075712574","doi":"","title":"Evaluation of preference for a novel durable insulin pen with memory function among patients with diabetes and health care professionals","year":2013,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Glycemic; Insulin; Health care; Health professionals; Diabetes management; Confidence interval; Preference","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001028259,0.0002333074,0.0006800033,0.0001444463,0.000107526,0.00004126651,0.0001353443,0.0001971415,0.002291864],"category_scores_gemma":[0.0001170707,0.0001756716,0.00003878154,0.00006627546,0.0002825914,0.0001583245,0.00008574774,0.000139141,0.00002157801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004932804,"about_ca_system_score_gemma":0.000008293035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006922248,"about_ca_topic_score_gemma":0.0002895141,"domain_scores_codex":[0.9984223,0.00002317405,0.0004362079,0.000606359,0.0002431975,0.0002687093],"domain_scores_gemma":[0.9987603,0.00005754496,0.0006541642,0.0002198549,0.0001493118,0.0001587653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005144965,0.001565766,0.2908056,0.006656314,0.00276722,4.639282e-7,0.009364452,0.00003516376,7.599987e-7,0.009186261,0.09319261,0.5859109],"study_design_scores_gemma":[0.06051937,0.004832253,0.5560098,0.001200817,0.001386159,0.000001116436,0.008035279,0.2694725,0.00001367565,0.002156009,0.09241854,0.003954528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05937321,0.1213346,0.1153077,0.0005007952,0.007355332,0.02072543,0.01441774,0.0002370752,0.6607482],"genre_scores_gemma":[0.988834,0.0000326271,0.000415215,0.0002232145,0.0001626188,0.0008201388,0.0003794488,0.0001244741,0.009008238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9294608,"threshold_uncertainty_score":0.9986202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048475747183714,"score_gpt":0.237360088756275,"score_spread":0.1868753312844378,"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."}}