{"id":"W4408122471","doi":"10.1097/iae.0000000000004439","title":"Pneumatic Retinopexy Rescue with In-Office Suprachoroidal Viscopexy","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995407,0.000186112,0.0004206118,0.0002219452,0.00006909288,0.00002678987,0.0001047389,0.00009899153,0.0001316343],"category_scores_gemma":[0.0003230441,0.0001350946,0.00008432804,0.0006223726,0.00009074051,0.00006652475,0.00006276105,0.0003690798,0.0001231292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008304323,"about_ca_system_score_gemma":0.0002199001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817442,"about_ca_topic_score_gemma":0.00006030664,"domain_scores_codex":[0.9985823,0.0001022201,0.0003388586,0.0003504644,0.0002790225,0.0003471355],"domain_scores_gemma":[0.9991848,0.0001421974,0.000054415,0.0004236142,0.00009164573,0.0001032933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01265562,0.001895262,0.7999506,0.005420244,0.0005051842,0.006656135,0.001548459,0.00008203444,0.04280464,0.01323009,0.04576655,0.06948518],"study_design_scores_gemma":[0.004926078,0.001060369,0.837099,0.007405349,0.000350436,0.0006839671,0.0007839477,0.000704418,0.0165946,0.0003325585,0.1293036,0.0007557524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947667,0.0007434817,0.0001389526,0.003558183,0.0001156899,0.0004104092,0.000001471537,0.00008056222,0.1001845],"genre_scores_gemma":[0.9859326,0.0001253378,0.0008403717,0.0008034857,0.00006557262,0.00003557717,0.00001936199,0.00002351143,0.01215414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09116591,"threshold_uncertainty_score":0.5508996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006478096308154502,"score_gpt":0.2638911813297971,"score_spread":0.2574130850216426,"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."}}