{"id":"W2972012756","doi":"10.1371/journal.pone.0221976","title":"Electromagnetic field in human sperm cryopreservation improves fertilizing potential of thawed sperm through physicochemical modification of water molecules in freezing medium","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Institute of Biochemistry and Biophysics, University of Tehran; Royan Institute; University of Tehran","keywords":"Cryopreservation; Sperm; Semen; Motility; Andrology; Sperm motility; Semen cryopreservation; Chemistry; Biophysics; Biology; Cell biology; Embryo; Medicine","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":[0.0001293331,0.0001521488,0.0002963207,0.00006987804,0.00001434328,0.000007756585,0.0002031314,0.0001730217,0.00008706033],"category_scores_gemma":[0.00006163387,0.0001419441,0.00006075562,0.0001075315,0.00005126589,0.00001165527,0.0000836681,0.0001423105,0.000002514765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411792,"about_ca_system_score_gemma":0.00002702084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270679,"about_ca_topic_score_gemma":0.00007467789,"domain_scores_codex":[0.9986847,0.00006460142,0.0003846021,0.0003302367,0.0002309714,0.0003049004],"domain_scores_gemma":[0.999446,0.00002070779,0.00009291034,0.0003434231,0.00006993554,0.00002703867],"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":[0.0001741509,0.0006417974,0.003745624,0.0002750783,0.00003184194,9.511207e-7,0.0001754161,0.00002130196,0.9947284,0.00008060013,0.00001201784,0.0001128447],"study_design_scores_gemma":[0.0009440396,0.001439577,0.01777671,0.00009350116,0.00003429185,7.331518e-7,0.00004350834,0.001269978,0.9776595,0.0005860214,0.000001993805,0.0001501186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978547,0.0002866766,0.00008231156,0.0001521993,0.00001801053,0.0004226216,0.000002031818,0.000006383771,0.001175051],"genre_scores_gemma":[0.9983826,0.00006648256,0.001131008,0.00005311022,0.00006237124,0.00002882901,0.0001201921,0.00001958252,0.0001357849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706885,"threshold_uncertainty_score":0.5788314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357554348131561,"score_gpt":0.2304074578688768,"score_spread":0.2168319143875612,"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."}}