{"id":"W1971907313","doi":"10.1586/17434440.3.1.59","title":"Progress in the development of a corneal replacement: keratoprostheses and tissue-engineered corneas","year":2005,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Keratoprosthesis; Cornea; Tissue engineering; Medicine; Ophthalmology; Biomedical engineering","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":[0.002079936,0.0004553514,0.003052535,0.0001387128,0.00003943368,0.00001150376,0.0003757169,0.0002815998,0.0006008364],"category_scores_gemma":[0.0004049636,0.0002356062,0.000269558,0.0004873411,0.0002066493,0.00004810016,0.0001262673,0.0003826698,0.0000150269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006198093,"about_ca_system_score_gemma":0.000769062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001253052,"about_ca_topic_score_gemma":0.00002265276,"domain_scores_codex":[0.9956665,0.0003234159,0.001919963,0.000434261,0.00136782,0.0002880508],"domain_scores_gemma":[0.9980159,0.0005586726,0.0006336082,0.0004949133,0.00008062681,0.0002162597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001732722,0.0003737079,0.0001976592,0.1368763,0.0001888886,0.00008250334,0.0002786823,5.302344e-10,2.391186e-8,0.00003333863,0.0006409336,0.8613106],"study_design_scores_gemma":[0.0003063521,0.0001153898,0.0002190637,0.2893371,0.0003251495,0.0002212391,0.0000264329,0.000001037136,0.000003261313,5.288023e-7,0.7093126,0.000131786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001268423,0.9966816,0.000002816699,0.0006822232,0.00009269363,0.002118427,0.00001020148,0.00001572949,0.0002694692],"genre_scores_gemma":[0.0003034497,0.9974195,0.0006816682,0.0005961832,0.0001406467,0.0006062074,0.000174711,0.00002893546,0.00004867569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8611788,"threshold_uncertainty_score":0.9607741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628468203494635,"score_gpt":0.4115034691836994,"score_spread":0.355218787148753,"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."}}