{"id":"W1981852718","doi":"10.1097/00006982-200402000-00003","title":"VISUAL OUTCOMES AND COMPLICATIONS AFTER MULTIPLE VITRECTOMIES FOR DIABETIC VITREOUS HEMORRHAGE","year":2004,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Vitreous hemorrhage; Visual acuity; Vitrectomy; Ophthalmology; 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":[0.00008652613,0.0001290634,0.0002667274,0.0000610853,0.00007417199,0.00001746276,0.00003019236,0.00005159168,0.0000160804],"category_scores_gemma":[0.0001981815,0.00009975689,0.0001224067,0.00006857013,0.00008069973,0.00003274117,0.0000308576,0.00007321289,0.00003232118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003162063,"about_ca_system_score_gemma":0.0000283873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002683467,"about_ca_topic_score_gemma":0.000008468865,"domain_scores_codex":[0.9992878,0.00001257398,0.0001669716,0.0002168766,0.0001048538,0.0002108715],"domain_scores_gemma":[0.9994441,0.0001783069,0.00004039211,0.0001632042,0.00005790603,0.0001160999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008728452,0.0007709919,0.924422,0.001006274,0.0001435154,0.0002588099,0.0005253996,0.000004799356,0.04190464,0.0006805837,0.00029839,0.0291118],"study_design_scores_gemma":[0.002516583,0.0002486065,0.9776584,0.0001259185,0.0001621402,0.0002013863,0.00007852881,0.0003340568,0.01266467,0.0006687495,0.005103973,0.0002369797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993944,0.0004519646,0.001197597,0.00331804,0.00006945351,0.0004731806,0.00001804684,0.0000746532,0.000452993],"genre_scores_gemma":[0.9939806,0.00002427923,0.004357131,0.0007692739,0.00005697373,0.0001764848,0.00003505523,0.00002235018,0.000577841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05323645,"threshold_uncertainty_score":0.4067968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204639766123689,"score_gpt":0.2774974671001464,"score_spread":0.2654510694389096,"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."}}