{"id":"W2995954912","doi":"10.1016/j.cryobiol.2019.10.032","title":"Optimized Vitrification Of Articular Cartilage: Our Practice At Different Scales","year":2019,"lang":"en","type":"article","venue":"Cryobiology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Vitrification; Articular cartilage; Cartilage; Materials science; Anatomy; Biology; Medicine; Andrology; Pathology; Osteoarthritis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009040304,0.0001079474,0.0003308913,0.00005080965,0.00002465973,0.000002874346,0.00004151528,0.0001224454,0.0001233747],"category_scores_gemma":[0.00009282426,0.00008021943,0.00009040611,0.00005004011,0.00002818339,0.0000413715,0.00003262952,0.00006642266,0.0002992464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005111227,"about_ca_system_score_gemma":0.00001552425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002997536,"about_ca_topic_score_gemma":0.00000233359,"domain_scores_codex":[0.9992443,0.00008761986,0.0002098954,0.0002093363,0.00007816203,0.0001706739],"domain_scores_gemma":[0.9993491,0.00007164965,0.0001235916,0.0002942132,0.0000970857,0.00006431638],"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":[0.0008757527,0.0002214736,0.003326871,0.00003107181,0.00003613043,0.00001493339,0.00008232549,0.000004385201,0.9930104,0.0007728272,0.0002280002,0.001395819],"study_design_scores_gemma":[0.006529907,0.002309141,0.003217986,0.00004709499,0.0002659997,0.0001624992,0.0004601979,0.00003847602,0.9795954,0.00007958959,0.007174275,0.0001194513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954937,0.0005904777,0.0001680323,0.00138233,0.0003116549,0.0005475985,0.000007244574,0.00003550714,0.00146343],"genre_scores_gemma":[0.9960937,0.0000759993,0.001688786,0.0002027649,0.00004775869,0.00002998677,0.0001153007,0.00001192579,0.001733791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341503,"threshold_uncertainty_score":0.3846307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220792358186517,"score_gpt":0.2728836501490111,"score_spread":0.2606757265671459,"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."}}