{"id":"W3094146477","doi":"10.1177/1947603520967077","title":"Vitrification of Intact Porcine Femoral Condyle Allografts Using an Optimized Approach","year":2020,"lang":"en","type":"article","venue":"Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Orthopaedic Surgery, University of Alberta","keywords":"Vitrification; FEMORAL CONDYLE; Cryopreservation; Biomedical engineering; Medicine; Surgery; Chemistry; Andrology; Anatomy; Cartilage; Cell biology; Biology; Embryo","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":[0.00008253553,0.0001212465,0.000332703,0.00004823755,0.00003289474,0.00000969722,0.00005400632,0.00007468434,0.00008180243],"category_scores_gemma":[0.00003648327,0.0001084497,0.00008922972,0.0001597112,0.00003972205,0.0001116194,0.00001750247,0.00007685089,0.000007892155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675592,"about_ca_system_score_gemma":0.00005313495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005393845,"about_ca_topic_score_gemma":5.871946e-7,"domain_scores_codex":[0.9991978,0.00003853096,0.0002240215,0.0002337084,0.0001511876,0.0001546826],"domain_scores_gemma":[0.9994114,0.000009618247,0.00009018934,0.0002161145,0.0000730137,0.0001996441],"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":[0.0004077515,0.0002009196,0.0008096429,0.0000533768,0.00001118597,0.00003325924,0.0007185048,0.00005367711,0.9962111,0.0001712511,0.00004061938,0.001288708],"study_design_scores_gemma":[0.006849051,0.001996162,0.0002234863,0.00004035253,0.0002810039,0.00004116001,0.0009191006,0.005712546,0.9834848,0.00002356142,0.0002754665,0.0001532872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944126,0.0002089734,0.002987618,0.0001850291,0.00005465571,0.0004894843,0.00001453774,0.00007591791,0.001571172],"genre_scores_gemma":[0.9739713,0.000006124066,0.02524037,0.0003120801,0.0001039378,0.00001108676,0.0002425522,0.00002246634,0.00009007754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225275,"threshold_uncertainty_score":0.4422449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07270604308570222,"score_gpt":0.2920247547408436,"score_spread":0.2193187116551413,"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."}}