{"id":"W4206091068","doi":"10.5327/1980-5764.rpda102","title":"VISUAL MEDIAL TEMPORAL ATROPHY SCALES IN CLINICIAN PRACTICE","year":2021,"lang":"en","type":"article","venue":"","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrophy; Biomarker; Entorhinal cortex; Magnetic resonance imaging; Medicine; Dementia; Pathology; Temporal lobe; Clinical Dementia Rating; Internal medicine; Montreal Cognitive Assessment; Psychology; Audiology; Oncology; Disease; Radiology; Psychiatry; Hippocampus; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136495,0.0004606261,0.0005881414,0.002297922,0.0004761948,0.001600525,0.001235909,0.00110557,0.007444091],"category_scores_gemma":[0.04201996,0.0002497406,0.0003552205,0.001878495,0.0009689134,0.001797076,0.001825019,0.001467472,0.003805694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275145,"about_ca_system_score_gemma":0.001974436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002586609,"about_ca_topic_score_gemma":0.002976313,"domain_scores_codex":[0.9911576,0.004741055,0.001300039,0.0007258956,0.001813782,0.0002615098],"domain_scores_gemma":[0.9829661,0.007055386,0.00341224,0.0008102311,0.004471484,0.001284519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425943,0.0003072277,0.4520529,0.001216301,0.000113914,0.000983421,0.003204058,0.0004515575,0.000836573,0.002631871,0.09383387,0.4440257],"study_design_scores_gemma":[0.0002613394,0.000909523,0.7415234,0.007107895,0.0001488448,0.01169959,0.006906282,0.00401995,0.001115166,0.01721595,0.2089647,0.0001273034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4376396,0.1740239,0.03408363,0.1012357,0.007194043,0.002979453,0.007512911,0.001753983,0.2335767],"genre_scores_gemma":[0.9078983,0.0264773,0.04445722,0.00719389,0.001338927,0.002016903,0.002254111,0.000226494,0.008136822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136495,"threshold_uncertainty_score":0.06010431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589105225768623,"score_gpt":0.3853845468891239,"score_spread":0.3694934946314377,"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."}}