{"id":"W1983776055","doi":"10.4172/2155-9570.1000208","title":"Drusen and Pro-inflammatory Mediators in the Post-Mortem Human Eye","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical & Experimental Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Drusen; Medicine; Optometry; Human eye; Ophthalmology; Artificial intelligence; Macular degeneration; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00101139,0.0001541264,0.0005817243,0.00008593075,0.00005338712,0.00001093147,0.0001353958,0.0001453297,0.000207426],"category_scores_gemma":[0.0002164318,0.00008865738,0.0002770941,0.00006235707,0.0002355712,0.0001531428,0.00005630927,0.0003985305,0.00001823887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004262509,"about_ca_system_score_gemma":0.00007762146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001212272,"about_ca_topic_score_gemma":2.360521e-7,"domain_scores_codex":[0.9978523,0.0003396388,0.001075785,0.0001370477,0.0003162815,0.0002789938],"domain_scores_gemma":[0.9986617,0.0002893238,0.0004449792,0.0001765759,0.00006017902,0.0003672269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008689723,0.002192041,0.9918784,0.00001591239,0.0001229968,0.002405646,0.0005522153,6.06868e-8,0.001381413,0.0001969705,0.0001183655,0.0002669866],"study_design_scores_gemma":[0.003399309,0.003236041,0.9849157,0.00005188512,0.0001150458,0.005761585,0.001365036,0.000001026557,0.0006000636,0.0000644741,0.0004101531,0.00007965066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926811,0.003967897,1.146073e-7,0.0006261508,0.0004447831,0.0002646374,0.000001826793,0.000003835043,0.002009638],"genre_scores_gemma":[0.9985265,0.00005039442,0.0001200785,0.0004919258,0.0007067478,0.00001049873,0.000004033908,0.00001584294,0.00007394855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006962691,"threshold_uncertainty_score":0.3615343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551879194552209,"score_gpt":0.4793675479882694,"score_spread":0.4038487560427473,"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."}}