{"id":"W2065790323","doi":"10.1038/nprot.2007.4","title":"In vivo models of proliferative vitreoretinopathy","year":2007,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Eye Institute; National Institutes of Health","keywords":"Proliferative vitreoretinopathy; In vivo; Computational biology; Biology; Cell biology; Genetics; Retinal detachment; Retinal; Botany","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":[0.0006990216,0.0001217252,0.0003250445,0.0001680182,0.00001432978,0.000004505567,0.00006556771,0.0002770869,0.0000677951],"category_scores_gemma":[0.0001389343,0.00008953419,0.00009374311,0.0002980743,0.00005402138,0.00009021514,0.00002703918,0.0005576003,0.000003737113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762831,"about_ca_system_score_gemma":0.00009419893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009175788,"about_ca_topic_score_gemma":0.000007014645,"domain_scores_codex":[0.9989031,0.0000328133,0.0003214991,0.0001961756,0.0003194889,0.0002269459],"domain_scores_gemma":[0.9993965,0.00006035879,0.00009736761,0.0001906288,0.0001706276,0.00008453841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02104533,0.003328572,0.1896608,0.003517266,0.0001762127,0.003087698,0.003637508,0.00006210226,0.667623,0.07990418,0.01186538,0.01609196],"study_design_scores_gemma":[0.002388417,0.0005318539,0.007680349,0.000915906,0.00001771213,0.0001128731,0.00006601048,0.0002829093,0.9548498,0.007934993,0.02502418,0.0001949302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5572717,0.0003809256,0.002394139,0.001865768,0.0001785527,0.2987879,0.00002283727,0.0001167421,0.1389815],"genre_scores_gemma":[0.9706237,0.000002179406,0.002526218,0.0009430613,0.000158892,0.02484756,0.000002950746,0.00001976794,0.000875645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.413352,"threshold_uncertainty_score":0.3651099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626871833232017,"score_gpt":0.344742433906889,"score_spread":0.3284737155745688,"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."}}