{"id":"W2277811561","doi":"","title":"Evaluation of in vitro spermatogenesis system effectiveness to study genes behavior: monitoring the expression of the testis specific 10 (Tsga10) gene as a model.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Germ cell; Spermatogenesis; Meiosis; Gene expression; Cell biology; Transcriptome; Gene; Embryonic stem cell; Retinoic acid; Stem cell; Sertoli cell; Genetics; Andrology; Endocrinology; 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":[0.0003304137,0.0004357803,0.0001984561,0.0003011424,0.0001606259,0.0002253065,0.00015689,0.0002620186,0.001214615],"category_scores_gemma":[0.0001712855,0.0001423602,0.0002503598,0.0001582813,0.0001759354,0.0001383649,0.0001516141,0.0004783816,0.0003211499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204535,"about_ca_system_score_gemma":0.0001748177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005204999,"about_ca_topic_score_gemma":0.001008632,"domain_scores_codex":[0.9997796,0.0000545554,0.00002001463,0.00005862671,0.00006596673,0.00002127168],"domain_scores_gemma":[0.9997458,0.00005882523,0.00007747924,0.00003045785,0.00004494293,0.00004256186],"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":[0.00001653839,0.00001692673,0.0002243554,0.00002357314,0.000003003567,0.0000104792,0.000009367408,0.00002403588,0.9992409,0.00001692623,0.00001355845,0.0004003173],"study_design_scores_gemma":[0.000004684138,0.0004602265,0.004261393,0.000005095448,0.00002238357,0.00008629794,0.00001869313,0.0004225112,0.9934407,0.00001498332,0.001259468,0.00000349367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555287,0.003421894,0.03603286,0.0001121081,0.0001831862,0.0002177602,0.001310272,0.0003186787,0.002874744],"genre_scores_gemma":[0.9628958,0.002804162,0.0256872,0.00008556545,0.00002744032,0.0003286059,0.002086595,0.00008988057,0.005994827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001214615,"threshold_uncertainty_score":0.004063308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731476340701282,"score_gpt":0.2839080926207033,"score_spread":0.2265933292136905,"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."}}