{"id":"W2028658509","doi":"10.1167/tvst.3.2.6","title":"Effect of Surgical Technique on Corneal Implant Performance","year":2014,"lang":"en","type":"article","venue":"Translational Vision Science & Technology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Stem Cell Network","keywords":"Implant; Cornea; Neovascularization; Stromal cell; Ophthalmology; Regeneration (biology); Biomaterial; Medicine; Clearance; Surgery; Biomedical engineering; Pathology; Angiogenesis; Urology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009371676,0.0001149002,0.0002647048,0.000657471,0.0001279194,0.000004582284,0.0001471229,0.0001220932,0.0000566147],"category_scores_gemma":[0.00004311113,0.00007828743,0.00006295366,0.001138384,0.0006709419,0.0000846515,0.00002065353,0.0001665038,0.00003755123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002787472,"about_ca_system_score_gemma":0.00006974459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002345117,"about_ca_topic_score_gemma":3.47963e-7,"domain_scores_codex":[0.9987676,0.00003182601,0.0002287624,0.0002975766,0.000452588,0.0002216814],"domain_scores_gemma":[0.9992652,0.0002727512,0.00006228647,0.0002471867,0.00007992394,0.0000726605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001842374,0.0003187288,0.1460663,0.00007621937,0.00001470065,0.00005198331,0.00002194699,0.00008022905,0.05677069,0.01298606,0.00002907307,0.7817417],"study_design_scores_gemma":[0.003020196,0.01135206,0.07910624,0.0002536165,0.00004587424,0.002068371,0.000002399194,0.004525555,0.8936298,0.0009926454,0.004820346,0.0001828805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947375,0.00001806292,0.0009272256,0.0008445714,0.00007082997,0.0003350348,0.000004674268,0.0001020733,0.002959997],"genre_scores_gemma":[0.9994984,0.00001044815,0.0003795979,0.00002156984,0.00001509891,0.00002950826,0.000007781442,0.000005549218,0.0000319999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8368591,"threshold_uncertainty_score":0.3192469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019494516365888,"score_gpt":0.3216099982443797,"score_spread":0.3114150530807209,"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."}}