{"id":"W4391301646","doi":"10.1101/2024.01.27.575831","title":"Evaluation of Autophagy in conjunctival fibroblasts","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; Children's Hospital Research Institute of Manitoba; CancerCare Manitoba; Research Manitoba","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Autophagy; Vernal keratoconjunctivitis; Immunocytochemistry; Immune system; Immunology; Pathophysiology; Biology; Cell biology; Medicine; Apoptosis; Pathology; Genetics","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":[0.0005586263,0.0004663406,0.0003215993,0.0004537753,0.0005703608,0.0004337628,0.0001550635,0.0003895706,0.002245679],"category_scores_gemma":[0.000172083,0.0001535293,0.0003212637,0.0004059635,0.000394175,0.0002055046,0.0002609663,0.0005811947,0.001258189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883309,"about_ca_system_score_gemma":0.0002496342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984107,"about_ca_topic_score_gemma":0.001035618,"domain_scores_codex":[0.9994451,0.00006549733,0.0000749041,0.00018521,0.0001564787,0.00007282525],"domain_scores_gemma":[0.9997501,0.00006438456,0.00003333734,0.00004359593,0.00008348102,0.00002511336],"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":[0.00003030588,0.00001361935,0.0001872813,0.00004655229,0.000003041998,0.00003424145,0.00004170899,0.00002131695,0.9987327,0.00008276823,0.00004310815,0.0007632631],"study_design_scores_gemma":[0.000005987475,0.00009691193,0.003907306,0.0000151122,0.00001779727,0.0001335687,0.00006042765,0.0003547419,0.9920665,0.00008454551,0.003249651,0.000007468835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8823411,0.005678995,0.08919516,0.000259152,0.0005019178,0.0003987668,0.005764249,0.000965534,0.01489498],"genre_scores_gemma":[0.8838226,0.004485924,0.08544455,0.0002931423,0.0001199131,0.001033189,0.005584739,0.0003037376,0.01891221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245679,"threshold_uncertainty_score":0.007512569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171042154967425,"score_gpt":0.2642085710329921,"score_spread":0.2424981494833179,"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."}}