{"id":"W2142977491","doi":"10.1093/humrep/des183","title":"Modifiable and non-modifiable risk factors for poor semen quality: a case-referent study","year":2012,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research; Health and Safety Executive; European Chemical Industry Council","keywords":"Body mass index; Demography; Medicine; Semen quality; Gerontology; Gynecology; Psychology; Environmental health; Semen; Endocrinology; Andrology","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":[0.0009556137,0.0001729066,0.0002823067,0.0001153928,0.0003876001,0.00003038236,0.00002346983,0.00006999701,0.00006789117],"category_scores_gemma":[0.0003619675,0.0001430491,0.00006453934,0.0001136689,0.00003323203,0.0001733972,0.00002793958,0.0001418655,0.0000128974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009187541,"about_ca_system_score_gemma":0.00001619464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795218,"about_ca_topic_score_gemma":0.00003540109,"domain_scores_codex":[0.9986246,0.00006848774,0.000293828,0.0005244466,0.0001976964,0.0002909316],"domain_scores_gemma":[0.9989966,0.00004460919,0.0001432888,0.0005375184,0.0001364932,0.0001414934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005977036,0.00407533,0.9469841,0.0004442134,0.0005635117,0.00002331353,0.008204102,0.0002967448,0.03032651,0.0004470678,0.003445631,0.004591744],"study_design_scores_gemma":[0.009930194,0.006185228,0.906133,0.00009380529,0.002994644,0.001256435,0.02473165,0.002150003,0.03300186,0.0008281239,0.01170089,0.0009941706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962692,0.0001933876,0.0005453449,0.00004989623,0.0006299007,0.001743451,0.000009462055,0.0001172642,0.0004420798],"genre_scores_gemma":[0.9957595,0.00000873332,0.0002597268,0.0000120344,0.001051599,0.0001556903,0.00007213194,0.00003181127,0.002648781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04085114,"threshold_uncertainty_score":0.5833372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09651370549982555,"score_gpt":0.3515795551988339,"score_spread":0.2550658496990084,"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."}}