{"id":"W2782181991","doi":"10.1097/iae.0000000000002013","title":"MACULAR HOLE HYDRODISSECTION","year":2018,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Macular hole; Vitrectomy; Medicine; Ophthalmology; Surgery; Closure (psychology); Retinal pigment epithelium; Retina; Visual acuity; Retinal; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001460365,0.00007166492,0.0001232099,0.00004780017,0.00005789468,0.000008140588,0.00002815958,0.00005153633,0.0004920544],"category_scores_gemma":[0.00006933577,0.00005660919,0.00008419868,0.0001343516,0.00007007835,0.00002727388,0.0000180372,0.00007959201,0.0007856656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002043554,"about_ca_system_score_gemma":0.00002213505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126537,"about_ca_topic_score_gemma":0.000001350123,"domain_scores_codex":[0.9994191,0.00001880153,0.0001025043,0.0001564709,0.0001495084,0.0001536302],"domain_scores_gemma":[0.9996161,0.000009699325,0.00002818997,0.0001861285,0.0000733338,0.00008658769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001224016,0.0005079009,0.1688313,0.0003694974,0.0002155295,0.001090876,0.0007411136,0.000001402571,0.6306602,0.002935712,0.1014512,0.09197129],"study_design_scores_gemma":[0.0006722417,0.0006957812,0.1406769,0.0001818408,0.0001107055,0.0005731923,0.00006649289,0.0004822658,0.1731243,0.0003873347,0.6828017,0.0002273342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303678,0.0001277139,0.0002527341,0.001000318,0.0002413963,0.0001011828,5.807813e-7,0.00008573211,0.0678225],"genre_scores_gemma":[0.9916826,0.00002673923,0.0002969514,0.0003846424,0.0006333551,0.000005190942,0.0000114375,0.00001329854,0.006945821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5813504,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313598647083083,"score_gpt":0.2737205287620483,"score_spread":0.2605845422912175,"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."}}