{"id":"W3046704157","doi":"10.1097/md.0000000000021107","title":"Case report: A non-obstructive azoospermia patient with heat shock factor-2 mutation","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"National Key Research and Development Program of China","keywords":"Azoospermia; Sanger sequencing; Medicine; Male infertility; Infertility; Genetics; Population; Mutation; Biology; Gene; Pregnancy","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":[0.00007412712,0.0001457089,0.000174595,0.00003418151,0.00007461911,0.000007906728,0.00007777804,0.00008791294,0.0001367838],"category_scores_gemma":[0.0002817198,0.0001027979,0.00002739537,0.0001432531,0.0001251947,0.000004266637,0.00005238379,0.0001500248,0.00001420486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937729,"about_ca_system_score_gemma":0.0001042121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010163,"about_ca_topic_score_gemma":0.00003715247,"domain_scores_codex":[0.9988036,0.00004742731,0.0002228932,0.0003975209,0.0003033458,0.0002252601],"domain_scores_gemma":[0.9992644,0.00001112884,0.00004210264,0.0002845955,0.0001498639,0.0002478917],"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":[0.0005944248,0.00005537501,0.003962947,0.0001053889,0.0001376761,0.1484605,0.003284854,0.0001274981,0.8213966,0.000005078765,0.004377098,0.01749259],"study_design_scores_gemma":[0.002546246,0.007253934,0.002493522,0.00006905425,0.00003515847,0.07229903,0.001769485,0.000800563,0.8888302,0.000009909366,0.0234821,0.0004108203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915656,0.0001346927,0.004268253,0.002015712,0.0000396668,0.0004722661,0.00001469357,0.00001503529,0.001474095],"genre_scores_gemma":[0.9984082,0.000008683323,0.0003658767,0.0005019808,0.000371822,0.00004376443,0.0001609916,0.0000245635,0.0001141425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07616144,"threshold_uncertainty_score":0.4191977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866382232656791,"score_gpt":0.2862083644028223,"score_spread":0.2675445420762544,"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."}}