{"id":"W3013055785","doi":"10.1097/wno.0000000000000932","title":"The Eyes Give Warning","year":2020,"lang":"en","type":"review","venue":"Journal of Neuro-Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Denial; Notice; nobody; Psychoanalysis; Psychology; Skepticism; Medicine; Aesthetics; History; Art; Philosophy; Law; Epistemology; Political science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014974,0.0004982625,0.003246158,0.0004261237,0.000374005,0.00003433865,0.0007721853,0.0007203192,0.0003251297],"category_scores_gemma":[0.00366202,0.0002807079,0.001168391,0.0005843139,0.0004328523,0.00007345599,0.0002603059,0.005107028,0.0003045067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651437,"about_ca_system_score_gemma":0.002153312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003511386,"about_ca_topic_score_gemma":6.02425e-8,"domain_scores_codex":[0.9944595,0.001864168,0.001853583,0.0004140044,0.0006141199,0.0007945957],"domain_scores_gemma":[0.9912388,0.005544882,0.001709565,0.0004634771,0.0004262439,0.0006170594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001033867,0.000314261,0.0007233346,0.01677699,0.0009202245,0.1694693,0.0001148694,4.544499e-7,0.000006849348,0.0001684952,0.006561218,0.8039101],"study_design_scores_gemma":[0.0003399994,0.003854825,0.0002054681,0.00209286,0.000508807,0.3527979,0.0000217795,0.000003019539,8.277116e-7,0.00008250622,0.6399773,0.0001146967],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009216772,0.991567,0.000002978818,0.002779855,0.00184148,0.0006655914,0.000008195644,0.00001359369,0.002199684],"genre_scores_gemma":[0.001072831,0.9952348,0.00008612289,0.0002141382,0.001845347,0.00002146688,0.000007479944,0.00009642333,0.001421373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8037954,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2968036806167951,"score_gpt":0.5556050569047956,"score_spread":0.2588013762880004,"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."}}