{"id":"W4404909649","doi":"10.1097/iae.0000000000004344","title":"PNEUMATIC RETINOPEXY FOR GIANT RETINAL TEAR–ASSOCIATED RETINAL DETACHMENT","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Retinal detachment; Retrospective cohort study; Retinal; Ophthalmology; Visual acuity; Tears; Surgery; Cohort; Vitrectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002879537,0.0001564874,0.0002351145,0.0003899039,0.0003066252,0.0002618905,0.0001611705,0.0001867297,0.0008934682],"category_scores_gemma":[0.001437383,0.00009421424,0.0003130268,0.0003673983,0.0002382842,0.0002508412,0.0002524793,0.000225641,0.0001855096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890149,"about_ca_system_score_gemma":0.00030798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000515746,"about_ca_topic_score_gemma":0.0008262415,"domain_scores_codex":[0.999793,0.00003800805,0.00002357076,0.00003897884,0.00006102135,0.00004544224],"domain_scores_gemma":[0.9990172,0.0001491868,0.0006153372,0.00007370857,0.00003655763,0.0001079373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004278563,0.0001446312,0.967204,0.00006446095,0.00007351127,0.009560486,0.0001089389,0.0001372528,0.00409215,0.00003051219,0.0001519352,0.01800416],"study_design_scores_gemma":[0.00003500964,0.001722769,0.908873,0.00003352749,0.00005374458,0.08714756,0.0002038813,0.0004570994,0.0009621998,0.00004447576,0.0004560519,0.0000107075],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990674,0.0004212858,0.000172345,0.00001606076,0.000006237575,0.000009462591,0.00003902092,0.000004806029,0.0002634844],"genre_scores_gemma":[0.9995229,0.0001838826,0.0001183962,0.00001744081,0.00001249449,0.000006120541,0.00006294851,0.000001170413,0.00007453261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008934682,"threshold_uncertainty_score":0.002988994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146122740716193,"score_gpt":0.2996478249805898,"score_spread":0.2781865975734279,"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."}}