{"id":"W2019842452","doi":"10.1167/iovs.05-1339","title":"A Simple, Cross-linked Collagen Tissue Substitute for Corneal Implantation","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"University of Ottawa","keywords":"Cornea; Ophthalmology; Carbodiimide; Keratoprosthesis; Medicine; Surgery; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002443202,0.000535621,0.0001961028,0.0003584272,0.0001371244,0.0003362412,0.0002712143,0.0004084319,0.001049777],"category_scores_gemma":[0.0002401606,0.0001544888,0.000262813,0.000228144,0.0001791858,0.0002973435,0.0002253315,0.0003436435,0.000568832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761052,"about_ca_system_score_gemma":0.0003267287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002533486,"about_ca_topic_score_gemma":0.0006650093,"domain_scores_codex":[0.9997941,0.00002385298,0.00002204805,0.00003048641,0.0001062322,0.00002334742],"domain_scores_gemma":[0.9997682,0.0000381887,0.00006390368,0.00002810275,0.00004650231,0.00005514612],"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":[0.00002490721,0.00002196834,0.0001674886,0.00009987941,0.000003976919,0.0001225346,0.000008024216,0.00004938758,0.9967153,0.00004717223,0.00003618773,0.002703188],"study_design_scores_gemma":[0.00003146115,0.0009220018,0.003778573,0.00004215712,0.0000423621,0.003471296,0.00002234758,0.0009626005,0.9799696,0.00004273965,0.01070317,0.00001177578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243046,0.01507821,0.05328118,0.0002722024,0.0004365054,0.0004237975,0.000639906,0.000395487,0.005168039],"genre_scores_gemma":[0.9245766,0.007524485,0.0601535,0.0002380078,0.00008107745,0.0001883738,0.0008913737,0.00008897511,0.006257531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001049777,"threshold_uncertainty_score":0.003511906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0542438139687428,"score_gpt":0.3915515768820584,"score_spread":0.3373077629133157,"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."}}