{"id":"W4396518240","doi":"10.1111/andr.13638","title":"Intra‐individual changes in sperm parameters and total motile count with time among infertile men","year":2024,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Semen; Sperm; Interquartile range; Semen quality; Sperm motility; Semen analysis; Andrology; Biology; Medicine; Infertility; Cohort; Internal medicine; Pregnancy","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":[0.00009339675,0.00008988917,0.0001707344,0.0001152919,0.00001706333,0.00001806367,0.00001818907,0.00008880919,0.0002413161],"category_scores_gemma":[0.00002098373,0.00006579181,0.00001401348,0.0001036894,0.0001069859,0.0000482948,0.00001914465,0.0001331676,0.00004191814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000018548,"about_ca_system_score_gemma":0.00003196396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016074,"about_ca_topic_score_gemma":0.0001511258,"domain_scores_codex":[0.9994473,0.00001859654,0.00007957462,0.0001999926,0.00008385687,0.0001707041],"domain_scores_gemma":[0.9997672,0.00006719598,0.00001209709,0.0000829768,0.0000125638,0.00005789812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007221355,0.0002323398,0.9473306,0.0002404343,0.0004927598,0.003595218,0.003564768,0.00008386258,0.006147943,0.000320059,0.005349349,0.03192055],"study_design_scores_gemma":[0.001614759,0.002409469,0.9790299,0.0001333076,0.0002655179,0.002012267,0.0001453304,0.01111081,0.001087122,0.000108618,0.001915159,0.0001677574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967754,0.0003593597,0.00002701504,0.0008572793,0.00009312373,0.0001776523,0.000005639277,0.00005542733,0.00164904],"genre_scores_gemma":[0.9990184,0.00003236829,0.00007863269,0.0002809715,0.00007957861,0.00002089499,0.00004373031,0.00001244799,0.000433027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175279,"threshold_uncertainty_score":0.2682912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009400419438336194,"score_gpt":0.2217419656269733,"score_spread":0.2123415461886372,"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."}}