{"id":"W4387410251","doi":"10.1016/j.fertnstert.2023.08.901","title":"TO THAW OR NOT TO THAW? WHEN IS THE QUESTION!","year":2023,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Motility; Significant difference; Sperm; Analysis of variance; Sperm motility; Semen; Andrology; Cryopreservation; Semen analysis; Fertility; Repeated measures design; Animal science; Medicine; Biology; Mathematics; Internal medicine; Statistics; Infertility; Population; Genetics","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":[0.02304432,0.0007170027,0.002827785,0.001303408,0.003744529,0.005923778,0.003083236,0.01520963,0.01962865],"category_scores_gemma":[0.0652388,0.0005158571,0.001756244,0.001221941,0.009573826,0.01634007,0.002428369,0.02046191,0.01100205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170913,"about_ca_system_score_gemma":0.009924402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008112106,"about_ca_topic_score_gemma":0.01993126,"domain_scores_codex":[0.9916638,0.004235883,0.001219306,0.000635479,0.001568978,0.0006765625],"domain_scores_gemma":[0.9582425,0.01794683,0.003875373,0.0008735781,0.01247536,0.006586368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006520228,0.0003346108,0.008225297,0.002395188,0.0002695693,0.0007758096,0.001625357,0.0001776934,0.000835358,0.01581493,0.7373124,0.2315818],"study_design_scores_gemma":[0.0002692657,0.0003764533,0.008466271,0.0132364,0.000361049,0.002693217,0.0280732,0.0005058231,0.0008038236,0.05960966,0.8851921,0.0004127304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001293531,0.05778597,0.00112916,0.9130699,0.02303873,0.00003583177,0.0001392406,0.00005604446,0.003451505],"genre_scores_gemma":[0.03728896,0.1404146,0.009319254,0.7116022,0.08507159,0.0002979468,0.0003839638,0.0003497668,0.01527175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02304432,"threshold_uncertainty_score":0.1218715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924295146601422,"score_gpt":0.3311390928443945,"score_spread":0.2718961413783803,"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."}}