{"id":"W3049086270","doi":"10.1007/978-1-0716-0783-1_30","title":"Protocol for Cryopreservation of Endothelial Monolayers","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cryoprotectant; Cryopreservation; Dimethyl sulfoxide; Transplantation; Umbilical vein; Chemistry; Hydroxyethyl starch; Monolayer; Cell biology; Biomedical engineering; Andrology; Biology; Surgery; Biochemistry; Medicine; Embryo; In vitro","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920261,0.001107009,0.0009613878,0.001143786,0.0016595,0.0005947098,0.001444961,0.0007084372,0.02633434],"category_scores_gemma":[0.0006242492,0.0005697371,0.0007232109,0.001162032,0.0004608742,0.000432218,0.0004900528,0.002451014,0.007620424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917369,"about_ca_system_score_gemma":0.001137918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725593,"about_ca_topic_score_gemma":0.005007806,"domain_scores_codex":[0.9993419,0.00006844371,0.0001067368,0.000174222,0.0001698831,0.0001388106],"domain_scores_gemma":[0.9995222,0.0001123378,0.00003099146,0.0001373458,0.0001575324,0.00003966553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002743341,0.0003122393,0.0005354083,0.0005630661,0.00006117673,0.0004864286,0.0002710923,0.0009040054,0.9646304,0.002985165,0.0109636,0.01801304],"study_design_scores_gemma":[0.0002358468,0.000718485,0.01066844,0.0002442902,0.0002143053,0.0009895171,0.0001125439,0.004589651,0.7742364,0.002383314,0.205467,0.0001401264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.1988182,0.009318055,0.622874,0.002032424,0.002976412,0.03234671,0.04509592,0.007071881,0.07946637],"genre_scores_gemma":[0.1585472,0.009118695,0.6192059,0.00160812,0.0004424458,0.06742859,0.06612543,0.001426717,0.07609683],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02633434,"threshold_uncertainty_score":0.08809716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126793400105863,"score_gpt":0.4896675619875718,"score_spread":0.3628741618817088,"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."}}