{"id":"W4254602454","doi":"10.1503/cmaj.191337","title":"Retinal detachment","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Queen's University; University of Toronto","funders":"","keywords":"Retinal detachment; Retina; Choroid; Retinal Tear; Retinal; Ophthalmology; Medicine; Optometry; Computer science; Biology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008052277,0.00007862938,0.0001976721,0.00006314564,0.0001200287,0.00003717741,0.0000795798,0.0001843985,0.00751269],"category_scores_gemma":[0.002214023,0.00006554344,0.0001384895,0.000164345,0.0000176892,0.00004390637,0.000009414954,0.0007888419,0.0005091487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245252,"about_ca_system_score_gemma":0.002383859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972911,"about_ca_topic_score_gemma":0.0004561368,"domain_scores_codex":[0.9979677,0.0000763893,0.000291253,0.0001103775,0.00121682,0.0003374465],"domain_scores_gemma":[0.9959573,0.00004930723,0.0001012829,0.00004649966,0.0002262043,0.003619475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005145584,0.00002678827,0.3195776,0.00002427411,0.0001649936,0.005836163,0.0002963523,8.741242e-7,0.000111732,0.0002553226,0.6191592,0.05449527],"study_design_scores_gemma":[0.0006275268,0.0001024628,0.0484888,0.00004953394,0.0000402435,0.001144661,0.0001255643,0.0001979447,0.0000475944,0.00003299852,0.9490616,0.00008103024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2975226,0.0004289675,0.0003857302,0.6709777,0.0007595116,0.0001392092,0.000008374253,0.00004144083,0.0297365],"genre_scores_gemma":[0.8603132,0.000158807,0.000270256,0.1344578,0.003820289,0.000002704274,0.00001090166,0.00001538826,0.000950624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5627906,"threshold_uncertainty_score":0.9933946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113262566794902,"score_gpt":0.2412594132151683,"score_spread":0.2299331565356781,"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."}}