{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001600197,0.0003819946,0.0006690412,0.0002258061,0.0001814773,0.0001254025,0.0001587043,0.0002288724,0.0004470924],"category_scores_gemma":[0.001023105,0.0003052499,0.0005761248,0.0004673402,0.0001355499,0.00009362383,0.00008291013,0.000502722,0.0003496731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830532,"about_ca_system_score_gemma":0.0002744863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002690802,"about_ca_topic_score_gemma":0.000002570332,"domain_scores_codex":[0.9970191,0.000137022,0.0007076025,0.0007136452,0.0006649345,0.0007577632],"domain_scores_gemma":[0.9984293,0.0004086754,0.0001444496,0.0004578558,0.0002284592,0.0003312553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006005651,0.002365184,0.03298891,0.01837837,0.002841944,0.009418386,0.003769749,0.00001469127,0.242148,0.03223822,0.439152,0.2106789],"study_design_scores_gemma":[0.0048358,0.005544893,0.07114687,0.01736223,0.003108626,0.003960946,0.0009055787,0.02670037,0.02788156,0.005242626,0.8308199,0.002490581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257514,0.005514789,0.003792314,0.01935258,0.001891052,0.002908346,0.0001049462,0.001306169,0.03937835],"genre_scores_gemma":[0.976484,0.0003191409,0.002759134,0.0006057937,0.0005376857,0.0002195476,0.0002443522,0.0001207293,0.01870964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3916679,"threshold_uncertainty_score":0.99994,"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."}}