{"id":"W4205952302","doi":"10.5534/wjmh.210164","title":"Antisperm Antibody Testing: A Comprehensive Review of Its Role in the Management of Immunological Male Infertility and Results of a Global Survey of Clinical Practices","year":2022,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"American Center for Reproductive Medicine, Cleveland Clinic; Cleveland Clinic","keywords":"Male infertility; Infertility; Etiology; Antibody; Semen; Semen analysis","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":[0.01292522,0.00008230781,0.0007892461,0.00005171055,0.0000465599,0.000001941737,0.0002333783,0.00001935783,0.00002970357],"category_scores_gemma":[0.003323036,0.00004505901,0.00008898001,0.0007101179,0.0001438305,0.00003811548,0.0001569607,0.0003886218,1.564582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004210493,"about_ca_system_score_gemma":0.0002768521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007633059,"about_ca_topic_score_gemma":0.00005926561,"domain_scores_codex":[0.995119,0.002181089,0.001915215,0.0001139955,0.0005471584,0.0001235161],"domain_scores_gemma":[0.9932038,0.00196152,0.003974229,0.0003382823,0.0004748878,0.00004730831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006168787,0.001810714,0.9635215,0.006218076,0.0003317507,0.00006026155,0.0003085199,0.00001826177,0.0004713881,0.0002051874,0.0005060487,0.02037947],"study_design_scores_gemma":[0.002178997,0.002227005,0.9902077,0.00348342,0.0001615686,0.0003294324,0.0006743696,0.00005639969,0.00002195946,0.000046079,0.0005840146,0.00002902762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279443,0.06619509,0.000003018309,0.004345204,0.00006750723,0.0005444993,0.00003895614,0.000001618686,0.0008598087],"genre_scores_gemma":[0.9770164,0.02199743,0.0005991241,0.0003488726,0.00001638614,0.000001697086,0.000006702267,0.000003050291,0.00001027374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04907216,"threshold_uncertainty_score":0.4479647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635431274500453,"score_gpt":0.4581630568545388,"score_spread":0.2946199294044936,"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."}}