{"id":"W3020695919","doi":"10.1167/iovs.61.4.50","title":"Hyperreflective Stress Lines and Macular Holes","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ophthalmology; Pars plana; Vitrectomy; Medicine; Visual acuity","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":[0.0002740988,0.0001828613,0.0003286141,0.0001009486,0.0002161767,0.0000326403,0.0001483983,0.00007631613,0.00006699387],"category_scores_gemma":[0.001131693,0.0001414169,0.00005471884,0.0007743497,0.005676184,0.0001904176,0.0001978589,0.0002377151,0.00003619373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002870033,"about_ca_system_score_gemma":0.0002867683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003375759,"about_ca_topic_score_gemma":2.946437e-7,"domain_scores_codex":[0.9984301,0.00008752834,0.000190093,0.0005991143,0.0003422303,0.0003509038],"domain_scores_gemma":[0.9988905,0.00009300277,0.00008115732,0.0001120204,0.0002151548,0.000608122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006228415,0.00004901494,0.1829982,0.00003770904,0.00002225033,0.0008119102,0.00084938,0.000002518042,0.8144933,0.0001668433,0.00004182184,0.000464832],"study_design_scores_gemma":[0.0003810204,0.001105653,0.3077551,0.00008881342,0.00004988187,0.001023977,0.0005560757,0.0007053078,0.6864554,0.001476186,0.0001839138,0.0002187626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927894,0.0003269512,0.000007991457,0.004122513,0.00009610975,0.0002213646,0.000006434008,0.00004587954,0.002383287],"genre_scores_gemma":[0.996726,0.00001348122,0.001094432,0.00187845,0.0001426699,0.00001573254,0.000005203674,0.00001182696,0.0001121858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280379,"threshold_uncertainty_score":0.9970298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760449082652654,"score_gpt":0.3612542235564405,"score_spread":0.293649732729914,"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."}}