{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693296,0.000545462,0.0002798153,0.0003471659,0.0001529059,0.0004483681,0.0002380366,0.0004446229,0.002602148],"category_scores_gemma":[0.001136182,0.0001915957,0.0003991109,0.0001947778,0.0004785713,0.0004151466,0.0003126388,0.0004195399,0.0004420385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401969,"about_ca_system_score_gemma":0.0003156878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769937,"about_ca_topic_score_gemma":0.0003153732,"domain_scores_codex":[0.9993728,0.0001375177,0.0001068534,0.00009585736,0.0001976564,0.00008938894],"domain_scores_gemma":[0.9981919,0.0008336566,0.0005035008,0.000156117,0.0001741052,0.0001408157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002435597,0.0002763289,0.005741515,0.0002977761,0.00005502245,0.0002052302,0.00005954784,0.0001464095,0.982711,0.00002123478,0.0000375858,0.008012664],"study_design_scores_gemma":[0.0001198109,0.02633137,0.1106418,0.00009160013,0.0002298564,0.002946849,0.0002937034,0.0008248475,0.856212,0.00005276658,0.002209745,0.00004561597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968953,0.001527924,0.0009611806,0.00003335714,0.00003356056,0.00003603992,0.0000734784,0.00002669584,0.0004124787],"genre_scores_gemma":[0.9946306,0.001372619,0.002963659,0.00006029793,0.00003569854,0.00006146879,0.0001737138,0.00002381733,0.0006781842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602148,"threshold_uncertainty_score":0.00870508,"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."}}