{"id":"W1996515416","doi":"10.1097/ico.0b013e31820142d9","title":"Corneal Endothelial Cell Changes Associated With Cataract Surgery in Patients With Type 2 Diabetes Mellitus","year":2011,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Process Research Ortech (Canada)","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Ophthalmology; Cataract surgery; Diabetes mellitus; Endocrinology","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":[0.0003335792,0.0002311604,0.0004095841,0.000641149,0.000340313,0.0003492523,0.0001399615,0.0003188353,0.0009419013],"category_scores_gemma":[0.001503656,0.0001647755,0.000288898,0.0006157512,0.0001968921,0.0002630783,0.0002159546,0.0003477933,0.0001298125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217086,"about_ca_system_score_gemma":0.0001561502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085796,"about_ca_topic_score_gemma":0.001376592,"domain_scores_codex":[0.9997256,0.0000561944,0.00003526227,0.00004815334,0.00008306032,0.00005163548],"domain_scores_gemma":[0.9989078,0.0002258879,0.0005282687,0.00004857361,0.0001020647,0.0001874051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004884315,0.0000637801,0.9965378,0.00001513917,0.00003612757,0.0002869179,0.00005320384,0.0000250695,0.0006837483,0.000004072585,0.00003194574,0.001773764],"study_design_scores_gemma":[0.00001335963,0.0002702105,0.9985403,0.000002971454,0.00001922805,0.0008756126,0.00007557724,0.00004979275,0.00008476811,0.000004375438,0.00006133573,0.000002453158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995066,0.0002375287,0.00003871914,0.00001052212,0.000004464997,0.000004641384,0.00004871596,0.000001519576,0.0001472514],"genre_scores_gemma":[0.9995994,0.0001189551,0.00005924412,0.0000197674,0.00001167471,0.00000666232,0.0001117338,7.670715e-7,0.0000716776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085796,"threshold_uncertainty_score":0.003151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341830004741575,"score_gpt":0.1963695336095807,"score_spread":0.1729512335621649,"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."}}