{"id":"W2918021327","doi":"","title":"Correlation between amyloid beta deposits in ex vivo retinas and severity of Alzheimer’s brain pathology","year":2018,"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 British Columbia Hospital; University of British Columbia; University of Waterloo","funders":"","keywords":"Ex vivo; Pathology; Amyloid (mycology); Medicine; Biology; In vivo","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001279961,0.0001653533,0.0004690158,0.0003499546,0.0001581637,0.00001467666,0.0001396205,0.000125186,0.00003800526],"category_scores_gemma":[0.0009998672,0.0001464515,0.00004459557,0.00120941,0.008655475,0.0002088704,0.0001567655,0.0002621558,0.00001471558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004497245,"about_ca_system_score_gemma":0.0002063518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039465,"about_ca_topic_score_gemma":0.000009621974,"domain_scores_codex":[0.9980929,0.0002790893,0.0004008383,0.0005705762,0.0002986203,0.0003579584],"domain_scores_gemma":[0.9988266,0.0002172454,0.0002349153,0.0002037757,0.0002885741,0.0002288906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001982112,0.00003601246,0.6586688,0.000009234568,0.00001768331,0.0001229838,0.0007827657,8.50583e-7,0.3398606,0.0000320645,0.00001885891,0.0004303983],"study_design_scores_gemma":[0.0002677259,0.0007840992,0.7282668,0.00008200572,0.00007900971,0.0005531831,0.0001433002,0.0007506872,0.268011,0.0009559216,0.000006184122,0.0001001221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960783,0.0001373817,0.00002329164,0.001628976,0.00006537575,0.0001783023,0.000004135429,0.0000167793,0.001867525],"genre_scores_gemma":[0.9978031,0.000003594748,0.001758261,0.000246279,0.00007191883,0.000004844029,0.000006161925,0.000008855996,0.00009697789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07184955,"threshold_uncertainty_score":0.9940424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481701462237492,"score_gpt":0.363692973796067,"score_spread":0.3155228275723178,"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."}}