{"id":"W3214645967","doi":"10.1097/iae.0000000000003350","title":"INVERTED INTERNAL LIMITING MEMBRANE FLAP TECHNIQUE WITHOUT POSTOPERATIVE FACE-DOWN POSITIONING FOR MACULAR HOLE REPAIR","year":2021,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"","keywords":"Internal limiting membrane; Limiting; Macular hole; Closure (psychology); Prospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0004196606,0.0002063178,0.0004179979,0.00008940076,0.0001639047,0.00004005866,0.00006567322,0.000133824,0.000133661],"category_scores_gemma":[0.0005837273,0.0001814761,0.0003499849,0.0002098541,0.00006508597,0.0000890751,0.00008148987,0.0003020724,0.00002235887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008856719,"about_ca_system_score_gemma":0.0001585379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003385877,"about_ca_topic_score_gemma":0.000004747691,"domain_scores_codex":[0.998548,0.0001134266,0.0003441894,0.0004213942,0.0002505079,0.0003224782],"domain_scores_gemma":[0.9989577,0.0001000878,0.0001040336,0.0002819757,0.0004064039,0.0001498219],"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":[0.000487813,0.0001366989,0.01183236,0.0004271519,0.0002466374,0.001149296,0.0004799934,0.00001214632,0.9800258,0.0007038272,0.001977785,0.00252045],"study_design_scores_gemma":[0.001220653,0.0003978402,0.002937091,0.001919503,0.0002243316,0.00189044,0.0005830021,0.004672979,0.9686409,0.0001046573,0.01706997,0.0003386003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551671,0.0007302816,0.02541029,0.00441308,0.0002096256,0.001175545,0.00002490098,0.0004342668,0.01243493],"genre_scores_gemma":[0.9716128,0.00008410273,0.02068359,0.001867549,0.0002056092,0.0001862012,0.0002369517,0.00005471188,0.005068468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644573,"threshold_uncertainty_score":0.7400382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720820163461262,"score_gpt":0.2793966135351688,"score_spread":0.2621884119005561,"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."}}