{"id":"W2037246087","doi":"10.1007/s00417-014-2610-x","title":"An analysis of the outcomes for patients with failed primary vitrectomy for rhegmatogenous retinal detachment","year":2014,"lang":"en","type":"article","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Vitrectomy; Tamponade; Retinal detachment; Ophthalmology; Proliferative vitreoretinopathy; Retina; Vitreoretinal surgery; Retrospective cohort study; Surgery; Medical record; Retinal; Visual acuity","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":[0.0004473782,0.0001935769,0.0009250395,0.00009086107,0.0001454304,0.000007426908,0.0001260396,0.00008400019,0.00001398072],"category_scores_gemma":[0.0001543806,0.0001070884,0.000738723,0.00008610806,0.0003977722,0.00003034246,0.00006404938,0.00008205856,3.223406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310057,"about_ca_system_score_gemma":0.00003442099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184505,"about_ca_topic_score_gemma":0.000002331798,"domain_scores_codex":[0.998423,0.0001429813,0.0005739988,0.000429816,0.0001464324,0.0002837969],"domain_scores_gemma":[0.9980868,0.001109706,0.0002363197,0.0003072931,0.00009522877,0.0001646327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006792158,0.001501358,0.9879385,0.00008801402,0.00122873,0.000001487536,0.0001335192,0.000002976235,0.0008363235,0.0004623365,0.00005123968,0.0009633498],"study_design_scores_gemma":[0.005457047,0.009050984,0.9802135,0.00002231545,0.001307943,0.0000183561,0.00008784613,0.0005732649,0.001589111,0.0005917369,0.000926897,0.0001610445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949598,0.00005780903,0.002615183,0.000164731,0.0001750481,0.001653884,0.0002379426,0.0000108584,0.000124753],"genre_scores_gemma":[0.9882234,0.000003867307,0.01029544,0.000370222,0.00005702314,0.000409782,0.0005479889,0.00002191033,0.00007035523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007725053,"threshold_uncertainty_score":0.436694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285943990115111,"score_gpt":0.3625928631977068,"score_spread":0.3339984641861957,"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."}}