{"id":"W953250692","doi":"","title":"Evaluation of Techniques for Endothelial Donor Preparation in DMEK","year":2009,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Combinatorial chemistry","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":[0.002062576,0.00008734714,0.0002050483,0.0002048502,0.00008011843,0.000008542482,0.0001378649,0.00006187049,0.00003270202],"category_scores_gemma":[0.001620693,0.00007026645,0.00003687915,0.0005757429,0.001026176,0.0001479876,0.00002146491,0.00008579217,0.000002779191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008811667,"about_ca_system_score_gemma":0.0004054281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134971,"about_ca_topic_score_gemma":0.000001018422,"domain_scores_codex":[0.9986429,0.0001393936,0.0002759297,0.0003388964,0.0004158344,0.0001871051],"domain_scores_gemma":[0.9989135,0.0001160624,0.0001254625,0.0001528699,0.0006133482,0.0000787164],"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":[0.00007061056,0.0002027534,0.006328229,0.000004961174,0.000002673593,0.000003981324,0.0001682979,0.00001244444,0.9884478,0.001063055,0.000008676839,0.00368656],"study_design_scores_gemma":[0.000436802,0.00383294,0.311441,0.00002176796,0.00003000051,0.0001244787,0.00002237327,0.003873641,0.6177891,0.06234431,0.00001804321,0.00006551157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948064,0.00002563278,0.00003580679,0.0008349817,0.00003066486,0.001085657,0.000004550722,0.00002108395,0.003155237],"genre_scores_gemma":[0.9944607,0.000001226151,0.005112418,0.00021565,0.00002212876,0.0001527785,0.000004879618,0.000002925679,0.00002730088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706586,"threshold_uncertainty_score":0.3780989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185007055884204,"score_gpt":0.4397308633864727,"score_spread":0.3212301577980523,"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."}}