{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003444453,0.0002153269,0.0001935687,0.001120647,0.0002527929,0.0003615628,0.00020726,0.0003674627,0.002268456],"category_scores_gemma":[0.002391678,0.0001825928,0.0001784194,0.0004996403,0.0003828014,0.0004515733,0.0003174525,0.0002266739,0.0002291721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593452,"about_ca_system_score_gemma":0.0002053814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007689698,"about_ca_topic_score_gemma":0.0008323158,"domain_scores_codex":[0.9997315,0.00004594303,0.00004227005,0.00005339563,0.0000731659,0.0000536876],"domain_scores_gemma":[0.9978078,0.0003941869,0.001356703,0.00009323785,0.0001728276,0.0001752891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034627,0.0000160366,0.995524,0.0000162693,0.00001571578,0.0006540421,0.00003675638,0.0000182127,0.001008122,0.00001590235,0.00003916698,0.002552227],"study_design_scores_gemma":[0.000005658339,0.0001001291,0.987082,0.00001240466,0.00001077153,0.01216606,0.0001000792,0.00009840975,0.0002969456,0.00002160444,0.0001029982,0.00000292141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992986,0.0003596429,0.00006094408,0.00001411901,0.00000205692,0.000003717503,0.00003923903,0.000003513993,0.0002181873],"genre_scores_gemma":[0.9997868,0.00006372855,0.00006308095,0.00000672006,0.000007145026,0.000002006797,0.00004168418,6.845765e-7,0.00002808289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002268456,"threshold_uncertainty_score":0.007588744,"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."}}