{"id":"W974821241","doi":"","title":"Immunohistochemical Expression of Lysyl Oxidase in Keratoconus","year":2009,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Lysyl oxidase; Immunohistochemistry; Keratoconus; Biology; Pathology; Ophthalmology; Cell biology; Medicine; Cornea; Extracellular matrix","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003899978,0.0001554134,0.0003738812,0.0001814204,0.00008552496,0.000009363697,0.0002283621,0.0001194234,0.0001760436],"category_scores_gemma":[0.0008682954,0.0001168909,0.00007806259,0.0008649143,0.002835743,0.0001601038,0.00007540473,0.0002694084,0.00001177453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008775977,"about_ca_system_score_gemma":0.0002587105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003279691,"about_ca_topic_score_gemma":1.261155e-7,"domain_scores_codex":[0.9984166,0.00007830441,0.0003461805,0.0004323859,0.0003552962,0.0003712479],"domain_scores_gemma":[0.999128,0.0001320491,0.0001227427,0.000201181,0.0001345942,0.0002814604],"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":[0.0001277594,0.0002573448,0.02096118,0.000007445235,0.000002096016,0.0003394859,0.0002944632,0.00000279458,0.9775187,0.0001909222,0.00001906288,0.00027868],"study_design_scores_gemma":[0.0005152718,0.0006665478,0.2820325,0.0001263607,0.000004847951,0.0002252605,0.00008566557,0.00004625112,0.7136786,0.002513268,0.00001674846,0.00008867573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99554,0.0002288394,5.84251e-7,0.0006173083,0.00005911435,0.0002756445,0.000001422316,0.00001649523,0.003260542],"genre_scores_gemma":[0.9984758,0.0000029005,0.0009854301,0.0003936087,0.00003646495,0.00001320101,0.000002904882,0.000004916702,0.00008471411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638402,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043667785146817,"score_gpt":0.3562064362513737,"score_spread":0.3257697583999055,"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."}}