{"id":"W1185373131","doi":"","title":"Population Based Risk Factors for DSAEK Failure in Ontario Canada","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada; Western University","funders":"","keywords":"Population; Environmental health; Geography; Optometry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004652583,0.0003587965,0.0005379448,0.00177753,0.003111328,0.00149892,0.001333752,0.0006658761,0.003889267],"category_scores_gemma":[0.002137004,0.0005928975,0.0008621829,0.004575664,0.0007414978,0.0005006798,0.001006093,0.0009759561,0.0003700354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02566079,"about_ca_system_score_gemma":0.03531418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955029,"about_ca_topic_score_gemma":0.9976342,"domain_scores_codex":[0.9990709,0.00005747574,0.00008232462,0.0001209893,0.0003377947,0.0003305842],"domain_scores_gemma":[0.9971651,0.0001409171,0.0005756202,0.00007682724,0.001270028,0.0007714736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005388474,0.00003341048,0.9958352,0.00001816812,0.0000501217,0.0001411595,0.0006287952,0.00009589089,0.000103399,0.000102836,0.001235294,0.001701779],"study_design_scores_gemma":[0.0000098384,0.00002021554,0.996783,0.00002497932,0.00002934622,0.00009594409,0.001958921,0.0002164945,0.0000241499,0.00003155026,0.0007939902,0.00001148731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908215,0.0005878187,0.0001450144,0.000518079,0.00002096488,0.0000570587,0.003875591,0.00001908506,0.003954892],"genre_scores_gemma":[0.9964703,0.0004544577,0.0001225499,0.000093995,0.000007933268,0.00002567894,0.0009276673,0.000008022726,0.001889332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02566079,"threshold_uncertainty_score":0.1861829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432734855502066,"score_gpt":0.2729310708013785,"score_spread":0.2486037222463578,"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."}}