{"id":"W2909547817","doi":"10.1016/j.diabres.2019.01.012","title":"Physician experiences when discussing the need for additional oral medication with type 2 diabetes patients: Insights from the cross-national IntroDia® study","year":2019,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Michener Institute","funders":"Boehringer Ingelheim","keywords":"Medicine; Empathy; Psychosocial; Family medicine; Type 2 diabetes; Diabetes mellitus; Conversation; Psychiatry; Psychology","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":[0.004101382,0.0001614917,0.0003783253,0.0006452814,0.003825319,0.003263036,0.0006196886,0.001502773,0.003235613],"category_scores_gemma":[0.01992314,0.0004480089,0.0004518603,0.0007172833,0.001168985,0.002034503,0.002604593,0.002640519,0.0002884631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683352,"about_ca_system_score_gemma":0.003051782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02634375,"about_ca_topic_score_gemma":0.06654856,"domain_scores_codex":[0.9952369,0.003056514,0.0003017132,0.0001931273,0.0006073293,0.0006044397],"domain_scores_gemma":[0.9814919,0.01037325,0.002963276,0.0002314563,0.001039841,0.003900231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003747198,0.0009516104,0.4268959,0.00037844,0.0002154775,0.004209296,0.521062,0.00009170389,0.0006119387,0.0006253387,0.01508658,0.02949697],"study_design_scores_gemma":[0.00005835617,0.0002839144,0.178808,0.0004137516,0.00008900537,0.002386782,0.7985836,0.0001404548,0.0001319792,0.0002388258,0.01879938,0.00006604963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852052,0.001225019,0.0001089111,0.006336846,0.0001675208,0.0000317332,0.0001591951,0.00000712359,0.006758454],"genre_scores_gemma":[0.9902839,0.001641369,0.0003382469,0.006308747,0.00009064019,0.00003341237,0.0001434145,0.00001161331,0.001148588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02634375,"threshold_uncertainty_score":0.05238086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07882448276476194,"score_gpt":0.4517423953732985,"score_spread":0.3729179126085366,"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."}}