{"id":"W1964271489","doi":"10.1097/ico.0b013e3181c846aa","title":"Biosynthetic Corneal Substitute Implantation in Dogs","year":2010,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Eye Institute","keywords":"Ophthalmology; Corneal transplantation; Medicine; Cornea","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":[0.0001077142,0.0001115623,0.0001850136,0.0001072285,0.00003855473,0.00001289595,0.00004500603,0.00008712383,0.0003606659],"category_scores_gemma":[0.00006420858,0.00009489027,0.00005759569,0.0001918529,0.00005455666,0.0000670464,0.00001598065,0.0002117689,0.0004170868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003026461,"about_ca_system_score_gemma":0.00006524852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210188,"about_ca_topic_score_gemma":0.0006331553,"domain_scores_codex":[0.9992754,0.00001479209,0.0001796955,0.0002079929,0.0001102277,0.0002119114],"domain_scores_gemma":[0.9995221,0.0000651298,0.00004118686,0.0002245993,0.00003058234,0.0001163673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003964528,0.0004096396,0.9210726,0.00003458005,0.00002950671,0.0008569726,0.0001649346,0.000001408052,0.02922409,0.001385537,0.0002836808,0.04614057],"study_design_scores_gemma":[0.001443194,0.000084925,0.9812822,0.00004397979,0.00004970293,0.0004723319,0.00001264145,0.0001593326,0.01226609,0.0002713445,0.003791975,0.0001222712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928793,0.00003892017,0.00002133852,0.0001525991,0.0006142473,0.0002142145,0.00001046867,0.00005811025,0.006010825],"genre_scores_gemma":[0.999091,0.00002104317,0.0001770901,0.0001585017,0.00008485625,0.00001866758,0.00007129411,0.00001248866,0.0003651146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06020959,"threshold_uncertainty_score":0.5360945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596949544182759,"score_gpt":0.2725458097209326,"score_spread":0.256576314279105,"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."}}