{"id":"W4389455567","doi":"10.1016/j.cryobiol.2023.104614","title":"Cell and tissue cryopreservation through pressure enhanced solid surface ultra-rapid cooling","year":2023,"lang":"en","type":"article","venue":"Cryobiology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cryopreservation; Solid surface; Cell biology; Biomedical engineering; Materials science; Biophysics; Chemistry; Biology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002377493,0.0002463352,0.0002085991,0.0001361412,0.0002097365,0.0003042415,0.0003821757,0.0002266138,0.002033147],"category_scores_gemma":[0.0002073322,0.0001491432,0.0002071044,0.0001402023,0.0003144871,0.0004292838,0.0005161985,0.0005110664,0.0004963173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088913,"about_ca_system_score_gemma":0.0002452768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003346443,"about_ca_topic_score_gemma":0.0005461425,"domain_scores_codex":[0.9998249,0.00001618007,0.000006409771,0.00003689546,0.00008284325,0.00003268458],"domain_scores_gemma":[0.9998982,0.00002694324,0.00002285662,0.00001636372,0.00002681459,0.000008743747],"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":[0.00003445721,0.00001024853,0.0001031331,0.00004730093,0.000004771237,0.0000320919,0.00004744649,0.0004898357,0.9941483,0.0005063803,0.0002253693,0.004350768],"study_design_scores_gemma":[0.00001053954,0.0001316089,0.001024452,0.000005768313,0.000007516428,0.0001587479,0.00002479311,0.006602691,0.9872508,0.0001378723,0.004634208,0.00001086387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891685,0.002911589,0.09515683,0.0003312065,0.0001882526,0.0001067846,0.0002329199,0.0005648867,0.008822412],"genre_scores_gemma":[0.9672999,0.0007099687,0.02464095,0.0000725047,0.00004065986,0.0000828694,0.000179853,0.000110756,0.00686234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002033147,"threshold_uncertainty_score":0.006801546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244274416531512,"score_gpt":0.2983627333714746,"score_spread":0.2759199892061595,"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."}}