{"id":"W2149229386","doi":"10.1016/j.fertnstert.2015.06.039","title":"Profiling signaling proteins in human spermatozoa: biomarker identification for sperm quality evaluation","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kinexus Bioinformatics Corporation (Canada); University of British Columbia","funders":"","keywords":"Biology; Kinase; Semen; Sperm; Andrology; Protein kinase B; Phosphorylation; Sperm motility; p38 mitogen-activated protein kinases; Protein kinase A; Cell biology; Genetics; 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":[0.0006315253,0.0004029311,0.0005625729,0.001730074,0.0003433491,0.0006935123,0.0002340207,0.0006080185,0.001452456],"category_scores_gemma":[0.0005644288,0.0001652185,0.0003378544,0.001031235,0.0002148662,0.0003666755,0.0002684787,0.0004586879,0.0004209334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558195,"about_ca_system_score_gemma":0.0004816534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006023372,"about_ca_topic_score_gemma":0.001016259,"domain_scores_codex":[0.9997638,0.0000619916,0.00001940349,0.00004981341,0.00006415584,0.00004087029],"domain_scores_gemma":[0.9998435,0.00003789693,0.00004202668,0.00000683435,0.00004621992,0.000023443],"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":[0.001644108,0.0002500759,0.09016078,0.0008798023,0.0002276579,0.0003630994,0.000189391,0.0004486641,0.8245569,0.0005541459,0.00143998,0.07928536],"study_design_scores_gemma":[0.0001102238,0.002715143,0.3515298,0.0002482054,0.0009055673,0.003184586,0.0009809509,0.006185338,0.6144167,0.00138717,0.01826719,0.00006906265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183234,0.05719878,0.01523894,0.0009507927,0.0001829496,0.000257024,0.00393464,0.0002017009,0.003711767],"genre_scores_gemma":[0.9638777,0.01616947,0.0139613,0.0006858169,0.000121298,0.0001756032,0.001815079,0.00002106749,0.003172612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001730074,"threshold_uncertainty_score":0.004858911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1964395708807435,"score_gpt":0.3979252378934603,"score_spread":0.2014856670127168,"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."}}