{"id":"W1555567657","doi":"10.1212/wnl.82.10_supplement.p1.325","title":"Teaching Ophthalmoscopy to Medical Students (TOTeMS) II: A One-Year Retention Study (P1.325)","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ophthalmoscopy; Medicine; Ophthalmology; Optometry; Retinal","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003540483,0.0001844323,0.0005017899,0.0002801901,0.0003701778,0.00001540444,0.000489021,0.0003811479,0.001001415],"category_scores_gemma":[0.001793051,0.000167625,0.00006659607,0.000203049,0.0001006454,0.00004891504,0.0005671242,0.001656005,0.0005611549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003175166,"about_ca_system_score_gemma":0.0001454846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004334127,"about_ca_topic_score_gemma":0.0000281612,"domain_scores_codex":[0.9955472,0.001375635,0.000446478,0.0006567627,0.001296284,0.0006776263],"domain_scores_gemma":[0.9981391,0.0003293052,0.00006746635,0.0005343795,0.00008604825,0.0008436404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004515972,0.00462796,0.9832776,0.0001223574,0.0000823337,0.0007497901,0.0006546167,9.597978e-7,0.0007245255,0.0004312044,0.001145861,0.003666817],"study_design_scores_gemma":[0.004271484,0.06386679,0.924825,0.00004871968,0.0000581563,0.0007585072,0.00006108187,0.0002717845,0.00003928635,0.000165285,0.005480113,0.0001538486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807014,0.00001636017,0.00004550374,0.01397186,0.0006510564,0.001139697,0.00000130312,0.00008552714,0.003387232],"genre_scores_gemma":[0.9907627,0.000005374976,0.00009850854,0.007197243,0.0006263781,0.00009430245,0.000008262936,0.00003641854,0.001170837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05923884,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155650980038608,"score_gpt":0.5120467661673473,"score_spread":0.3964816681634866,"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."}}