{"id":"W2602060034","doi":"10.1111/dme.13357","title":"Challenges faced by physicians when discussing the Type 2 diabetes diagnosis with patients: insights from a cross‐national study (IntroDia<sup>®</sup>)","year":2017,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michener Institute","funders":"Boehringer Ingelheim; Eli Lilly and Company","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Family medicine; Type 1 diabetes; MEDLINE; Intensive care medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003799888,0.0003187423,0.0006079852,0.00007664088,0.0006220424,0.0000791865,0.0003990758,0.0001112077,0.000274368],"category_scores_gemma":[0.002928,0.000162241,0.00005670282,0.0001070878,0.0007961902,0.0002278777,0.0000803075,0.0004009241,0.00004372024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002256,"about_ca_system_score_gemma":0.0001387475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001625556,"about_ca_topic_score_gemma":0.00003825354,"domain_scores_codex":[0.9972729,0.0001541491,0.0004145505,0.0005618228,0.001203284,0.0003932719],"domain_scores_gemma":[0.9975235,0.0005632226,0.0003053348,0.0008438017,0.0004916338,0.0002724749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001978923,0.003603402,0.7269098,0.0001288683,0.0006226409,0.00001068335,0.1746846,0.00001005814,0.0001055629,0.00008337757,0.02208268,0.07156044],"study_design_scores_gemma":[0.006968859,0.002391177,0.9576336,0.001104647,0.0005835939,4.625299e-7,0.02371212,0.000380731,0.0003643367,0.0008476599,0.005725389,0.0002874611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633588,0.002968128,0.000008405856,0.0295803,0.0004634301,0.001049394,0.0000241566,0.00005020011,0.002497221],"genre_scores_gemma":[0.9950652,0.000321759,0.0000467141,0.002268946,0.001303873,0.0003008819,0.000323658,0.00004311362,0.0003258937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307238,"threshold_uncertainty_score":0.6615997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944321522121213,"score_gpt":0.3043402903376412,"score_spread":0.2748970751164291,"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."}}