{"id":"W4282976337","doi":"10.1097/icb.0000000000001293","title":"MACULAR HOLE HYDRODISSECTION TECHNIQUE WITH HUMAN AMNIOTIC MEMBRANE FOR REPAIR OF LARGE MACULAR HOLES","year":2022,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Cannula; Macular hole; Medicine; Retinal pigment epithelium; Ophthalmology; Amnion; Retinal; Vitrectomy; Surgery; Biology; Pregnancy; Fetus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001422748,0.0002953782,0.0006842431,0.0002394218,0.0004011432,0.00001471624,0.00007263052,0.00009241165,0.0002771428],"category_scores_gemma":[0.0002247119,0.0002605765,0.0005716215,0.000420518,0.0001558902,0.00007344544,0.0001141549,0.0003382222,8.051135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131485,"about_ca_system_score_gemma":0.0001949109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401919,"about_ca_topic_score_gemma":0.00001143463,"domain_scores_codex":[0.9971941,0.0001286753,0.0007593063,0.0006691021,0.00080044,0.0004483633],"domain_scores_gemma":[0.9981703,0.00007182833,0.0005839064,0.0007305977,0.0002644633,0.000178955],"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":[0.004799036,0.002502837,0.1313457,0.004423351,0.0008304909,0.165773,0.0003043085,0.0003240894,0.6804424,0.002265193,0.006292997,0.0006964833],"study_design_scores_gemma":[0.002622854,0.009434681,0.0276402,0.001116262,0.002182922,0.2537393,0.0007531559,0.0003473276,0.4499033,0.0006405467,0.2504181,0.001201422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944199,0.000669908,0.001506941,0.0001639023,0.0001103771,0.001714731,0.0000472659,0.000266252,0.001100737],"genre_scores_gemma":[0.9960283,0.00001886408,0.001160459,0.0001945791,0.0001353955,0.000554934,0.0004554745,0.00008200749,0.001369975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441251,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359536840131684,"score_gpt":0.2786689889795483,"score_spread":0.2650736205782315,"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."}}