{"id":"W2018201699","doi":"10.1016/j.cryobiol.2009.09.007","title":"Characterization of cryobiological responses in TF-1 cells using interrupted freezing procedures","year":2009,"lang":"en","type":"article","venue":"Cryobiology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cryoprotectant; Cryopreservation; Cryobiology; Dimethyl sulfoxide; Cell biology; Stem cell; Membrane permeability; Chemistry; Biophysics; Biology; Andrology; Membrane; Biochemistry; Embryo; Medicine","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":[0.000417604,0.0001106828,0.000321738,0.00009857446,0.00004068665,0.000002218848,0.00009782623,0.0002199447,0.0000454022],"category_scores_gemma":[0.0007169561,0.0000684718,0.00005639183,0.0001769676,0.0003443697,0.00003411071,0.00003035142,0.0002028119,0.000004090458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407998,"about_ca_system_score_gemma":0.00007895218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009454763,"about_ca_topic_score_gemma":0.000004961955,"domain_scores_codex":[0.9988627,0.0002623684,0.000342989,0.0003043151,0.0000314335,0.000196191],"domain_scores_gemma":[0.9994202,0.0000929611,0.0001209973,0.0002520406,0.000087256,0.00002660426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003458157,0.0001261681,0.06649288,0.00001467497,0.00001164227,0.000006098694,0.0001570824,0.000001330078,0.9288892,0.00006586844,0.000009049418,0.000767829],"study_design_scores_gemma":[0.000293724,0.0004488777,0.7179472,0.00003435493,0.00001312904,0.00004823569,0.00003750246,0.0000356607,0.2806983,0.0002026965,0.0001892206,0.00005104486],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981428,0.0001827381,0.0001991661,0.0008269266,0.0001564656,0.0003410621,0.000007418936,0.00002472846,0.0001186752],"genre_scores_gemma":[0.999051,0.00002856254,0.0001664742,0.0005518208,0.00009889597,0.000005366966,0.00003435303,0.000003712422,0.0000598214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514544,"threshold_uncertainty_score":0.2792199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04907767529686342,"score_gpt":0.3250028096305784,"score_spread":0.275925134333715,"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."}}