{"id":"W3134113188","doi":"10.1097/ieb.0b013e3181e4733a","title":"RATE OF ENDOPHTHALMITIS AFTER CATARACT SURGERY IN QUEBEC, CANADA, 1996 TO 2005","year":2010,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reprint; Optometry; Cataract surgery; Medicine; Endophthalmitis; Ophthalmology; Library science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000383051,0.0002153664,0.0005449142,0.0003780522,0.00003646886,0.00000972648,0.00009545355,0.0001526091,0.002395628],"category_scores_gemma":[0.0007026992,0.0001945899,0.0001418756,0.0003765707,0.00009485782,0.0001311798,0.00003260838,0.0003020497,0.00006969438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354945,"about_ca_system_score_gemma":0.002116373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9096473,"about_ca_topic_score_gemma":0.8350281,"domain_scores_codex":[0.9983666,0.0001548673,0.0004503376,0.0003903543,0.0001851871,0.0004526704],"domain_scores_gemma":[0.9981048,0.0008517682,0.0001138018,0.0005484162,0.0001190804,0.0002620961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004227,0.0002855636,0.9801939,0.00007506808,0.00004668177,0.01315922,0.00001945843,0.0000283486,0.0040642,0.000009326685,0.0009308037,0.0007647087],"study_design_scores_gemma":[0.000562518,0.0001686096,0.9829295,0.0003340539,0.00004554581,0.002266929,0.000009772624,0.00001360047,0.01235363,0.00001455116,0.001135654,0.0001656596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948858,0.0003915633,0.000004820829,0.002896414,0.0007783175,0.0004136513,0.00003297144,0.00001289775,0.0005835687],"genre_scores_gemma":[0.9970915,0.00001316292,0.0002946501,0.0005102362,0.0001067081,0.0001597373,0.00003294632,0.00002464156,0.001766441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0746192,"threshold_uncertainty_score":0.9985163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254815377124135,"score_gpt":0.2896982128569856,"score_spread":0.2642166751445721,"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."}}