{"id":"W3179998576","doi":"","title":"LONGITUDINAL ANALYSIS OF RETINAL AND BRAIN ATROPHY IN MULTIPLE SCLEROSIS","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Atrophy; Multiple sclerosis; Retinal; Medicine; Neuroscience; Ophthalmology; Pathology; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003106739,0.000339816,0.0002976953,0.001742285,0.0009247687,0.0008590017,0.000539219,0.0008103232,0.0008999042],"category_scores_gemma":[0.006080017,0.0004569281,0.0007753921,0.001178229,0.0004371091,0.0009258845,0.0008364079,0.001045413,0.0002976033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000610179,"about_ca_system_score_gemma":0.000881948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02031505,"about_ca_topic_score_gemma":0.01812194,"domain_scores_codex":[0.9989613,0.0003798446,0.0001037025,0.0001966551,0.000172149,0.0001862733],"domain_scores_gemma":[0.9950172,0.0005978184,0.001967906,0.0006944044,0.001064085,0.0006585354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005970022,0.00009122593,0.9960732,0.000005220747,0.0001977493,0.0001167593,0.0001306405,0.00007962566,0.0006466404,0.00003420346,0.0001113313,0.001916345],"study_design_scores_gemma":[0.000003744917,0.000124782,0.9991578,0.000003554059,0.0000497433,0.0001870535,0.00008311152,0.0001579618,0.00009252054,0.0000281914,0.0001073341,0.000004252935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987133,0.0004482363,0.0001422403,0.00007764112,0.000008008031,0.00000360214,0.000313128,0.00001083404,0.0002831465],"genre_scores_gemma":[0.9990577,0.0001245308,0.00008536986,0.00001765821,0.0000093662,0.000005995357,0.0003325508,0.000003621113,0.0003631426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02031505,"threshold_uncertainty_score":0.04039359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924724054610394,"score_gpt":0.3554129900048384,"score_spread":0.2761657494587345,"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."}}