{"id":"W2095577394","doi":"10.1021/pr501031x","title":"Investigation of Male Infertility Using Quantitative Comparative Proteomics","year":2014,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Proteomics; Infertility; Male infertility; Computational biology; Biology; Medicine; Pregnancy; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002234827,0.00007442878,0.000186782,0.0001299616,0.00007928073,0.00001148402,0.0002302478,0.0001204075,0.000009477909],"category_scores_gemma":[0.0003536006,0.00006184319,0.00007674508,0.0002043506,0.000354592,0.000006887684,0.00009853586,0.0002688419,0.000001527127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243324,"about_ca_system_score_gemma":0.0002033081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203991,"about_ca_topic_score_gemma":0.000004480002,"domain_scores_codex":[0.9985902,0.0005013313,0.0003692508,0.0001384989,0.0002414898,0.0001592264],"domain_scores_gemma":[0.9983269,0.00003875697,0.0002996305,0.0002161561,0.001043858,0.00007468395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001100998,0.00002967258,0.004459347,0.0000282364,0.00002847014,4.452246e-7,0.00007616475,0.00003772689,0.9940887,0.0009223303,0.0001480921,0.00007069152],"study_design_scores_gemma":[0.0002422499,0.00115335,0.004269636,0.0000431615,0.00000658714,0.00003051346,0.00007894793,0.000672487,0.9897791,0.002918584,0.0007419988,0.0000634164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986599,0.0001193056,0.1003446,0.0001534611,0.00001161227,0.0004538608,0.000004811485,0.000001645605,0.0002507182],"genre_scores_gemma":[0.8990078,0.00002229852,0.1008226,0.00001496787,0.00005953895,0.00002473089,0.000006477652,0.000006655443,0.00003489103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004309656,"threshold_uncertainty_score":0.2521892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2096867473540837,"score_gpt":0.4528423959577753,"score_spread":0.2431556486036916,"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."}}