{"id":"W3160726238","doi":"10.1186/s40942-021-00308-6","title":"Human amniotic membrane for the treatment of large and refractory macular holes: a retrospective, multicentric, interventional study","year":2021,"lang":"en","type":"article","venue":"International Journal of Retina and Vitreous","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Retrospective cohort study; Ophthalmology; Visual acuity; Wilcoxon signed-rank test; Refractory (planetary science); Concomitant; Surgery; Mann–Whitney U test; Internal medicine","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":[0.0002952821,0.0001088612,0.0003201377,0.0001080387,0.00006480252,0.00002846832,0.00006733235,0.00003398522,0.00006129773],"category_scores_gemma":[0.0001799084,0.00006800798,0.0002564334,0.00005259128,0.00007665631,0.00004946837,0.00003112366,0.00009858951,3.80853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007636359,"about_ca_system_score_gemma":0.00005176948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001392616,"about_ca_topic_score_gemma":0.000009616166,"domain_scores_codex":[0.998911,0.00006041082,0.0004074712,0.000139609,0.0003777137,0.0001037697],"domain_scores_gemma":[0.9986373,0.00017104,0.0003013312,0.00009369904,0.0007247122,0.00007187089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006067593,0.02753896,0.8103275,0.0004416091,0.01007035,0.009467307,0.006297821,0.00001328692,0.07873795,0.001989801,0.0007994557,0.04824833],"study_design_scores_gemma":[0.02119953,0.01262046,0.904708,0.0008406507,0.001951987,0.005629573,0.00509424,0.0004285965,0.01588976,0.0004783898,0.03088586,0.0002730021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935147,0.004729074,0.000285362,0.000849909,0.0003107222,0.0002311271,0.00002627716,0.00000360307,0.00004925937],"genre_scores_gemma":[0.9973797,0.001545706,0.0002065889,0.00005706195,0.0002583919,0.000005895275,0.000009819581,0.00001035986,0.0005265281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09438042,"threshold_uncertainty_score":0.2773285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906777280071157,"score_gpt":0.3370360675620305,"score_spread":0.3179682947613189,"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."}}