{"id":"W2996274160","doi":"10.1016/j.cryobiol.2019.10.119","title":"The Use Of Ice Recrystallization Inhibitors (Iris) In Pneumocyte Monolayer Cryopreservation To Reduce Cryoprotectant Toxicity, Control Intracellular Ice Growth And Improve Post-Thaw Survival","year":2019,"lang":"en","type":"article","venue":"Cryobiology","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"Cryoprotectant; Cryopreservation; Ice formation; Recrystallization (geology); Vitrification; Intracellular; Toxicity; Chemistry; Andrology; Cell biology; Biology; Medicine; Embryo; Geology","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":[0.0004021763,0.000379119,0.0003911091,0.0001934899,0.0002206388,0.0005160797,0.0003551219,0.0002733823,0.0009948091],"category_scores_gemma":[0.0003087152,0.000158753,0.0004375965,0.0002086438,0.0002546789,0.0003709116,0.0002333709,0.0009928255,0.0002889927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302387,"about_ca_system_score_gemma":0.0004521309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273347,"about_ca_topic_score_gemma":0.002590007,"domain_scores_codex":[0.9997489,0.00003728164,0.00003877972,0.00007437995,0.00006169373,0.00003901855],"domain_scores_gemma":[0.9997429,0.00005296434,0.00009103152,0.00004981412,0.00003560184,0.00002763654],"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":[0.0000894757,0.00003236252,0.0001445239,0.00005179622,0.000007432393,0.000025352,0.00001389489,0.0001223635,0.9975171,0.00007739977,0.00005213187,0.00186613],"study_design_scores_gemma":[0.000004172691,0.0001032493,0.0005688194,0.000004024887,0.00001558078,0.00004838618,0.00000500237,0.0002905112,0.9980832,0.00000647587,0.0008682241,0.000002300721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531543,0.008098921,0.03149459,0.0004402597,0.0001410884,0.0002600113,0.0008474064,0.0005691448,0.004994284],"genre_scores_gemma":[0.9457734,0.004542087,0.0433731,0.0001623719,0.00003787816,0.0001190933,0.0007753827,0.000172274,0.005044417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273347,"threshold_uncertainty_score":0.003327966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281757748175038,"score_gpt":0.2061365255261669,"score_spread":0.1933189480444165,"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."}}