{"id":"W2019891704","doi":"10.1207/s15328015tlm1401_7","title":"Learning the Thyroid Examination-A Multimodality Intervention for Internal Medicine Residents","year":2002,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Multimodality; Medicine; Intervention (counseling); Thyroid; Medical education; Nursing; Internal medicine; Computer science","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":[0.004364381,0.0001994133,0.0004229484,0.0001948289,0.0004614983,0.00001740674,0.00009672893,0.00007396162,0.0002316158],"category_scores_gemma":[0.004077422,0.0001199257,0.00006608172,0.0001161034,0.000201167,0.0000773734,0.00003990005,0.001433539,0.000006125458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144767,"about_ca_system_score_gemma":0.000006369121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327575,"about_ca_topic_score_gemma":0.00008028114,"domain_scores_codex":[0.9977463,0.0008308598,0.0004694771,0.0003522416,0.0003373599,0.0002637891],"domain_scores_gemma":[0.9982292,0.001229537,0.0002009151,0.00017528,0.00006157541,0.0001035133],"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":[0.0002181047,0.0003491522,0.2966321,0.0002881851,0.0001585624,0.00003771309,0.03799468,0.0002949591,0.0007459188,0.0004852487,0.00534586,0.6574495],"study_design_scores_gemma":[0.01398595,0.005244595,0.9175132,0.003647368,0.000292569,0.00009662601,0.01097862,0.02814086,0.0000341175,0.0001689212,0.01969858,0.0001985945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633642,0.007176678,0.001796177,0.02132855,0.000264591,0.0005967887,6.737242e-7,0.0001218258,0.005350562],"genre_scores_gemma":[0.9902173,0.0007047455,0.0003227463,0.0005040411,0.0005729963,0.00009777646,0.0000323096,0.00002665516,0.007521444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572509,"threshold_uncertainty_score":0.6228094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082646471158441,"score_gpt":0.332198781793876,"score_spread":0.3013723170822916,"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."}}