{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159617,0.001137078,0.0004559926,0.001079501,0.0007580254,0.0009717293,0.001071663,0.001703992,0.004121768],"category_scores_gemma":[0.000440914,0.0006157013,0.0007458417,0.0004301364,0.0005721655,0.0006616713,0.0004555775,0.003469893,0.001114573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008848959,"about_ca_system_score_gemma":0.0005761327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956448,"about_ca_topic_score_gemma":0.004043207,"domain_scores_codex":[0.9988238,0.0002986279,0.0001137544,0.0002482289,0.000312073,0.0002034714],"domain_scores_gemma":[0.9993455,0.0002069538,0.0001539898,0.0001422836,0.00006171796,0.00008948852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004853584,0.0004722424,0.0001877964,0.0001793744,0.00002838543,0.0002915607,0.0001307348,0.0006611386,0.9922884,0.00197678,0.0007785678,0.00251955],"study_design_scores_gemma":[0.0002257354,0.001811676,0.001498275,0.00005815455,0.0001053391,0.0008322402,0.0001086919,0.003476236,0.9797111,0.000854275,0.01129221,0.00002605815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8357525,0.0116185,0.1099116,0.002564946,0.00154638,0.001223574,0.006413389,0.001442715,0.02952644],"genre_scores_gemma":[0.9083021,0.005436595,0.05066318,0.0005930065,0.0001900083,0.001311854,0.0031425,0.0002298511,0.03013089],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004121768,"threshold_uncertainty_score":0.0137887,"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."}}