{"id":"W4411749145","doi":"10.1093/humrep/deaf097.361","title":"P-052 Redefining Male Infertility: ORP as a Key Marker for Sperm Quality","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sperm quality; Infertility; Sperm; Male infertility; Andrology; Gynecology; Key (lock); Biology; Medicine; Genetics; 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":[0.0007792895,0.0001296933,0.0002399416,0.0001354434,0.0002160979,0.00002886503,0.00003825123,0.0001001831,0.0004926798],"category_scores_gemma":[0.001912017,0.0001241819,0.0001244699,0.0002240861,0.00006075673,0.00007179542,0.00002931387,0.000146047,0.00005611943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172351,"about_ca_system_score_gemma":0.00007898062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002054125,"about_ca_topic_score_gemma":0.00002949212,"domain_scores_codex":[0.9985933,0.00005385734,0.0003466874,0.0006466403,0.0001734892,0.0001860074],"domain_scores_gemma":[0.9988251,0.00004624665,0.00009118603,0.0007568184,0.0002313486,0.00004928173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002299709,0.0008679185,0.7129434,0.001262479,0.0003623327,0.00002122989,0.000727388,0.00001886911,0.1632383,0.04302118,0.02021926,0.05501798],"study_design_scores_gemma":[0.001699673,0.0003128911,0.9197963,0.0001704857,0.0002562851,0.0001266887,0.0003577949,0.00005886046,0.01499786,0.008344016,0.0536978,0.0001813612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624625,0.0003248892,0.0009430323,0.002059159,0.0008865864,0.0006777782,0.000002136816,0.0001943432,0.03244952],"genre_scores_gemma":[0.9653301,0.000008381116,0.0008658992,0.00033182,0.0006032503,0.00007943871,0.0001042556,0.00001696435,0.03265992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068529,"threshold_uncertainty_score":0.5394499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05602165526497237,"score_gpt":0.3577991514194388,"score_spread":0.3017774961544664,"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."}}