{"id":"W2918480748","doi":"","title":"Flow Cytometry analysis of stratified human corneal epithelial cell culture for biocompatibility study","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flow cytometry; Biocompatibility; Cytometry; Pathology; Chemistry; Medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004522579,0.0004049586,0.0003827827,0.0007272918,0.0004726791,0.0004445261,0.0002319968,0.0003877036,0.003001799],"category_scores_gemma":[0.0002787904,0.0001559525,0.0003415016,0.0008607215,0.0002358264,0.0002729274,0.000160682,0.0005454625,0.0006588983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926432,"about_ca_system_score_gemma":0.0003337732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249641,"about_ca_topic_score_gemma":0.001485698,"domain_scores_codex":[0.9995171,0.00005228498,0.00007765485,0.0001154831,0.0001348447,0.000102557],"domain_scores_gemma":[0.9996668,0.00007714739,0.00002497977,0.00003390355,0.0001762407,0.00002090812],"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":[0.00007441443,0.00007093676,0.0006942448,0.00004409994,0.000006396693,0.0000274694,0.0001271514,0.00005720235,0.9968015,0.00008373129,0.00007332973,0.001939464],"study_design_scores_gemma":[0.00001594421,0.0003265513,0.01641646,0.00001137687,0.00006128857,0.00008525849,0.0001726495,0.002469415,0.9773315,0.0001714334,0.002920274,0.00001792834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438084,0.002461685,0.04435801,0.0002520011,0.0002143001,0.0005411853,0.001765179,0.0003820111,0.006217063],"genre_scores_gemma":[0.9342296,0.00273219,0.04895189,0.0005213999,0.0001105745,0.001810769,0.002966742,0.00009059465,0.00858632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001799,"threshold_uncertainty_score":0.01004207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07314867771657066,"score_gpt":0.4019603284424632,"score_spread":0.3288116507258925,"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."}}