{"id":"W2127924585","doi":"10.4103/1008-682x.153847","title":"Negative biomarker based male fertility evaluation: Sperm phenotypes associated with molecular-level anomalies","year":2015,"lang":"en","type":"review","venue":"Asian Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; National Institute of Food and Agriculture; National Institutes of Health; Junta de Andalucía; European Social Fund; University of Missouri; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Agriculture","keywords":"Sperm; Biology; Andrology; Semen; Spermatid; Cell biology; Genetics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001664656,0.00103817,0.0005578689,0.002361848,0.0002725376,0.0008780516,0.0004495423,0.0009336976,0.002931339],"category_scores_gemma":[0.001090071,0.0002200348,0.0003899961,0.001042872,0.0005052049,0.0003826908,0.0006207852,0.0005679219,0.0007336836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880028,"about_ca_system_score_gemma":0.0002445886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469389,"about_ca_topic_score_gemma":0.0007694799,"domain_scores_codex":[0.9990506,0.0002503097,0.00008277278,0.0001835444,0.0003339556,0.00009885964],"domain_scores_gemma":[0.9993953,0.0001481512,0.0001877905,0.00004029497,0.0001600232,0.00006849974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002169135,0.0004200973,0.4432433,0.001612765,0.0005373675,0.003851945,0.0005852683,0.001058074,0.4091968,0.002015917,0.003943569,0.1313658],"study_design_scores_gemma":[0.0001023119,0.003072257,0.5413063,0.000407529,0.0008219121,0.0175961,0.0005711336,0.008331827,0.4008225,0.002770801,0.02405273,0.0001445537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8962417,0.03023018,0.04815247,0.0008079461,0.0003415988,0.0006235874,0.004605897,0.001387424,0.01760922],"genre_scores_gemma":[0.966409,0.005706167,0.01783187,0.0005975298,0.00009235769,0.0002500595,0.001901208,0.00007513834,0.007136547],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002931339,"threshold_uncertainty_score":0.009806275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084781230165255,"score_gpt":0.3510786282476378,"score_spread":0.2426005052311123,"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."}}