{"id":"W7065069350","doi":"","title":"A discrete choice experiment evaluation of patients&amp;amp;#39; preferences for different risk, benefit, and delivery attributes of insulin therapy for diabetes management","year":2010,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Insulin; Psychosocial; Logistic regression; Diabetes mellitus; Preference; Type 2 diabetes; Insulin delivery; Adverse effect; Insulin analog","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01236889,0.0007108942,0.0007543062,0.0002907391,0.0006851299,0.001074498,0.0005387379,0.001021009,0.007758869],"category_scores_gemma":[0.01968863,0.0004250775,0.0009248036,0.0003385146,0.0009032015,0.0008135177,0.0006062993,0.0015427,0.000513554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997364,"about_ca_system_score_gemma":0.001507276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008547418,"about_ca_topic_score_gemma":0.001223513,"domain_scores_codex":[0.9913607,0.006887351,0.0003953059,0.0003400736,0.0006809095,0.0003356012],"domain_scores_gemma":[0.9608423,0.03227095,0.003039469,0.0009063648,0.0009305566,0.002010403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3371505,0.3740925,0.1125626,0.001632008,0.001471719,0.0005746597,0.009679108,0.01539301,0.01586037,0.006113468,0.003923489,0.1215465],"study_design_scores_gemma":[0.08265121,0.7270589,0.1051657,0.0002170145,0.0005663514,0.0002605195,0.003668173,0.06194124,0.007587489,0.003946234,0.006553866,0.0003832944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972505,0.00003203316,0.0008255402,0.000105756,0.00002502351,0.0008613782,0.0001446895,0.000004794902,0.0007503253],"genre_scores_gemma":[0.988021,0.00008174311,0.006580185,0.0002208066,0.00004230041,0.003663381,0.0001546253,0.000003724927,0.001232214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236889,"threshold_uncertainty_score":0.06541371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295267935780014,"score_gpt":0.2995991525801308,"score_spread":0.2666464732223306,"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."}}