{"id":"W4324311173","doi":"10.1111/dme.15087","title":"Implicit gender bias in the diagnosis and treatment of type 2 diabetes: A randomized online study","year":2023,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Diabetes Fonds; ZonMw","keywords":"Vignette; Medicine; Context (archaeology); Affect (linguistics); Type 2 diabetes; Diabetes mellitus; Randomized controlled trial; Social psychology; Internal medicine; Psychology; 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":[0.001612017,0.0001765934,0.0008989882,0.0002898366,0.0002075217,0.000002114603,0.0002582788,0.00008767321,0.0001528144],"category_scores_gemma":[0.00324587,0.00009569311,0.00004293383,0.0009463064,0.0002085526,0.00002754377,0.00009943077,0.0002495554,0.00003146844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008678812,"about_ca_system_score_gemma":0.0001135084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124994,"about_ca_topic_score_gemma":0.0003814536,"domain_scores_codex":[0.9944381,0.003526392,0.001035301,0.0002479372,0.0003496513,0.0004026301],"domain_scores_gemma":[0.9861208,0.01246649,0.0003007884,0.0008382555,0.0001728931,0.0001007609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005713291,0.0004751729,0.8632333,0.0002270038,0.0000771769,0.000003949041,0.1301401,0.000002747109,0.00001145617,0.0001414295,0.001124892,0.003991437],"study_design_scores_gemma":[0.11206,0.00170231,0.7357758,0.0006335765,0.0002385826,2.553987e-7,0.1452125,0.001180588,0.000005340278,0.001200486,0.001839539,0.0001510428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776701,0.006032654,5.337201e-7,0.01071078,0.0003388321,0.00487603,0.00002220903,0.00005388973,0.0002950031],"genre_scores_gemma":[0.9918493,0.003614105,0.000033848,0.001315245,0.0001223389,0.002864277,0.0001100127,0.0000211055,0.00006979053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274576,"threshold_uncertainty_score":0.3902252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4333272395094933,"score_gpt":0.4829660254315584,"score_spread":0.04963878592206511,"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."}}