{"id":"W2142667667","doi":"10.1002/mrd.1148","title":"Aneuploid spermatozoa in infertile men: Teratozoospermia","year":2002,"lang":"en","type":"article","venue":"Molecular Reproduction and Development","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Biology; Sperm; Andrology; Intracytoplasmic sperm injection; Male infertility; Infertility; Semen; Aneuploidy; Semen analysis; Unexplained infertility; Oligospermia; Fluorescence in situ hybridization; Gynecology; Chromosome; Genetics; Pregnancy; Medicine; Gene","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":[0.0001409163,0.0001334293,0.0001697157,0.000158896,0.00005901241,0.00002393215,0.00002254931,0.0000602728,0.0004079864],"category_scores_gemma":[0.00008958083,0.0001219823,0.00002485732,0.0002079805,0.00003126674,0.00006847552,0.00002707518,0.0001213711,0.0001520436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007948935,"about_ca_system_score_gemma":0.00002978023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009061957,"about_ca_topic_score_gemma":0.000001864087,"domain_scores_codex":[0.9989029,0.00002227952,0.0002531354,0.000441002,0.0002049573,0.0001757415],"domain_scores_gemma":[0.9995427,0.000004009029,0.00003345972,0.0002664707,0.00005370794,0.00009970857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002818409,0.001848338,0.3162221,0.0004234102,0.0002165904,0.002098307,0.006139246,0.0001119347,0.3256851,0.0007324885,0.01153659,0.334704],"study_design_scores_gemma":[0.003466043,0.0001982106,0.4165989,0.0001552269,0.00004491325,0.002857149,0.0003246122,0.001026352,0.3405737,0.00007389716,0.2341078,0.0005731728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876474,0.001360853,0.0003709404,0.001593107,0.0001642257,0.0003266517,2.005675e-7,0.00009615035,0.008440432],"genre_scores_gemma":[0.9955624,0.00009483147,0.002411762,0.0005364207,0.00005865913,0.00003193788,0.00001610284,0.00001782957,0.001270006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341308,"threshold_uncertainty_score":0.4974295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743754063210144,"score_gpt":0.2262771958784685,"score_spread":0.2088396552463671,"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."}}