{"id":"W4303961981","doi":"10.3389/fendo.2022.957684","title":"Bundle formation of sperm: Influence of environmental factors","year":2022,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Ministerio de Ciencia e Innovación; Institució Catalana de Recerca i Estudis Avançats; Agència de Gestió d'Ajuts Universitaris i de Recerca; Generalitat de Catalunya; European Commission; “la Caixa” Foundation","keywords":"Capacitation; Sperm; Incubation; Chemistry; Andrology; Agglomerate; Cell biology; Biology; Biochemistry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391534,0.0002406885,0.0002999419,0.0001666104,0.0001897227,0.0003966964,0.0001183494,0.0001963831,0.001318088],"category_scores_gemma":[0.0005083195,0.0001574981,0.0002140832,0.0001120603,0.0001942509,0.0003013811,0.0001774576,0.0002809608,0.0001118225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525306,"about_ca_system_score_gemma":0.0001419305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005784403,"about_ca_topic_score_gemma":0.000774261,"domain_scores_codex":[0.9997678,0.00007774268,0.00001662061,0.00004364472,0.00004776505,0.0000463962],"domain_scores_gemma":[0.999569,0.0001777542,0.0001074654,0.00001872861,0.00005039375,0.00007667571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00043017,0.00005559791,0.002381539,0.000111203,0.00002080387,0.0001250497,0.00006208704,0.0002432923,0.9935591,0.00007511974,0.00004437372,0.002891744],"study_design_scores_gemma":[0.00002537936,0.00169925,0.1217001,0.00002422825,0.00006664304,0.0003389674,0.0001950479,0.003464098,0.870221,0.0001213038,0.002115602,0.00002854878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954853,0.00209376,0.001218822,0.00005162322,0.00001632138,0.00002145456,0.00009372127,0.00001439523,0.00100462],"genre_scores_gemma":[0.9977616,0.0006550025,0.000837517,0.00003957452,0.0000112575,0.00001711365,0.00007838932,0.00001011295,0.0005893825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318088,"threshold_uncertainty_score":0.004409492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00919113585256247,"score_gpt":0.2165954726198616,"score_spread":0.2074043367672991,"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."}}