{"id":"W7100040767","doi":"","title":"Development and Evaluation of a Mandatory Course in Geriatric Medicine for Fourth Year Medical Students","year":2014,"lang":"en","type":"article","venue":"","topic":"Thallium and Germanium Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Medical school; Educational measurement; Population; Population ageing; Core Knowledge","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002228844,0.00005010789,0.0001047038,0.00002026862,0.00002650914,0.000002100967,0.00009665117,0.00002709701,0.0007133721],"category_scores_gemma":[0.00007308491,0.00003585363,0.000007044802,0.00005139481,0.00007844499,0.00002922556,0.0001125024,0.00002250483,0.00001441845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003599652,"about_ca_system_score_gemma":0.00001349536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000480907,"about_ca_topic_score_gemma":0.0007609567,"domain_scores_codex":[0.998799,0.00003373851,0.0001557057,0.0001185601,0.0008046597,0.00008838686],"domain_scores_gemma":[0.9998045,0.00005029002,0.00003570216,0.00005654582,0.000009513142,0.0000434603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004620735,0.0002833199,0.8608295,0.00005072682,0.00003629915,8.148805e-7,0.004417834,0.00004347765,0.0002911379,0.0006942166,0.007671373,0.1256351],"study_design_scores_gemma":[0.001763639,0.00005313672,0.991554,0.0000142639,0.00002399216,5.756331e-7,0.0002868381,0.001110258,0.0001108372,0.0002277631,0.004798434,0.00005626031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943811,0.00005106445,0.0003694953,0.000332603,0.00005168539,0.0002067515,3.24982e-7,0.000004744409,0.004602243],"genre_scores_gemma":[0.9985486,0.00002100852,0.001137676,0.00009762573,0.00002314161,0.00002869547,0.00000161462,0.000002891641,0.0001387964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307245,"threshold_uncertainty_score":0.7810924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100827879017738,"score_gpt":0.3189421965999818,"score_spread":0.2979339178098044,"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."}}