{"id":"W2136878571","doi":"10.1136/oemed-2013-101996","title":"Occupation exposures and sperm morphology: a case-referent analysis of a multi-centre study","year":2014,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research","keywords":"Sperm; Confounding; Medicine; Semen analysis; Semen; Infertility; Fertility; Morphology (biology); Andrology; Internal medicine; Biology; Population; Environmental health; Pregnancy; Zoology","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":[0.002614276,0.0004849563,0.0006914334,0.001135669,0.0008594175,0.000878841,0.000880683,0.0007938048,0.00202693],"category_scores_gemma":[0.00513481,0.0006865514,0.000915275,0.001402329,0.0005701901,0.0004380514,0.0007444921,0.000593418,0.0002375069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708129,"about_ca_system_score_gemma":0.0003766506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457888,"about_ca_topic_score_gemma":0.004084759,"domain_scores_codex":[0.9973733,0.001190228,0.0001838306,0.0006751503,0.0003791522,0.0001983005],"domain_scores_gemma":[0.9965543,0.0008686261,0.001362024,0.0005942504,0.0002970505,0.0003238753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316473,0.00006836634,0.9974166,0.00002129642,0.0002815725,0.000351262,0.0001939705,0.00004871261,0.0004583862,0.00002793411,0.00006424836,0.0007512263],"study_design_scores_gemma":[0.00003184191,0.0003629029,0.9979514,0.00001206761,0.0001724167,0.0008102245,0.0001587147,0.0002553067,0.00008155106,0.0000235308,0.000133792,0.000006205311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991364,0.0003081832,0.0002645921,0.00002535509,0.000005006694,0.00001610328,0.0001102003,0.000003044548,0.0001311512],"genre_scores_gemma":[0.9995456,0.00007415958,0.0001809693,0.00001174831,0.000007217525,0.00001276052,0.00009208876,0.000002121671,0.00007320087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457888,"threshold_uncertainty_score":0.01382577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483210273921669,"score_gpt":0.2736357360490111,"score_spread":0.2488036333097945,"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."}}