{"id":"W2319716185","doi":"10.1097/ijg.0000000000000111","title":"Peptide-based Treatment Strategies for Cataract","year":2014,"lang":"en","type":"review","venue":"Journal of Glaucoma","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology","funders":"","keywords":"Medicine; Blindness; Cataract surgery; Lens (geology); Ophthalmology; Glaucoma; Optometry; Optics","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":[0.0002600174,0.0003163515,0.001161114,0.0001059984,0.00004797686,0.00003704096,0.0002721749,0.0003531582,0.00001687263],"category_scores_gemma":[0.00005243796,0.0002034657,0.001161437,0.00003962193,0.00004877876,0.000002505436,0.00002183034,0.0001226984,0.000005493692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005241032,"about_ca_system_score_gemma":0.0009767971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008214649,"about_ca_topic_score_gemma":0.00003803292,"domain_scores_codex":[0.9987355,0.0001227099,0.0006404094,0.0002121779,0.00007231258,0.0002169302],"domain_scores_gemma":[0.9985501,0.000090891,0.0008209439,0.0003003488,0.0001479476,0.00008981851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001501644,0.0001569142,0.00005947815,0.00209131,0.000618208,0.00002123897,0.000007837114,5.483818e-7,0.000297466,0.0001465727,0.004622768,0.9918275],"study_design_scores_gemma":[0.0005964959,0.003033789,0.00001872843,0.0006726462,0.0005181296,0.000208513,0.00001275276,0.000003039148,0.00009809277,0.00003282066,0.9945955,0.0002094796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002227885,0.9951198,0.001713071,0.0000464817,0.0003538689,0.0002891611,0.00006509179,0.000002926464,0.0001817275],"genre_scores_gemma":[0.001107612,0.995927,0.0006594374,0.00008503336,0.001569808,0.00002702598,0.0002527347,0.00003875764,0.000332612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991618,"threshold_uncertainty_score":0.8297091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602577428249894,"score_gpt":0.3435549461132382,"score_spread":0.3075291718307393,"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."}}