{"id":"W4286592276","doi":"10.1097/ico.0000000000003078","title":"Keratopathy in Noonan Syndrome","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Protein Tyrosine Phosphatases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Noonan syndrome; Ptosis; Cornea; Ophthalmology; Surgery; Internal medicine","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":[0.0001077144,0.00007109107,0.00007179832,0.00002728243,0.00006115869,0.000009992214,0.0001846518,0.0000249475,0.0001551304],"category_scores_gemma":[0.00003606067,0.00008075398,0.00003071238,0.0001050367,0.0000229617,0.000001328617,0.0002883757,0.00007988237,0.00001978587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002380883,"about_ca_system_score_gemma":0.00005376028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002914756,"about_ca_topic_score_gemma":0.000008098994,"domain_scores_codex":[0.9994115,0.00004158592,0.00009885043,0.0002140981,0.00008146242,0.0001524513],"domain_scores_gemma":[0.9996716,0.000003676224,0.00002738867,0.0002550428,0.000009837552,0.00003250248],"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":[0.0006567155,0.0009259134,0.1441093,0.00007640608,0.00007263326,0.001688934,0.000227493,0.001618028,0.7492657,0.01962849,0.05973117,0.0219992],"study_design_scores_gemma":[0.001683807,0.001240679,0.05392464,0.00001187865,0.00001001654,0.0006706903,0.0001233337,0.0001606586,0.5907257,0.00107708,0.3497834,0.0005880857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906203,0.008239227,0.000132101,0.0001190113,0.0001659978,0.0001608003,0.00008748987,0.0000120515,0.0004629825],"genre_scores_gemma":[0.99866,0.00001700629,0.0001260526,0.0004484217,0.00002896239,0.0001186357,0.0002221528,0.00001327521,0.0003654467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2900522,"threshold_uncertainty_score":0.3293051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005996915159921163,"score_gpt":0.2074437383750038,"score_spread":0.2014468232150826,"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."}}