{"id":"W2107228324","doi":"10.1093/humrep/det336","title":"A combined approach facilitates the reliable detection of human spermatogonia in vitro","year":2013,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Westfälische Wilhelms-Universität Münster; Stem Cell Network; Deutsche Forschungsgemeinschaft; Universitätsspital Basel","keywords":"In vitro; Biology; Andrology; Computational biology; Computer science; Medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105581,0.0007099514,0.001208911,0.00153126,0.0003685743,0.001296159,0.0006721109,0.001011322,0.005397165],"category_scores_gemma":[0.001996716,0.0007207309,0.0007031119,0.0008421956,0.0005584634,0.0008897993,0.00122345,0.001607822,0.00498819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847788,"about_ca_system_score_gemma":0.0003565769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002040216,"about_ca_topic_score_gemma":0.001037995,"domain_scores_codex":[0.9973474,0.001096301,0.000199601,0.0006421077,0.0005878832,0.0001267129],"domain_scores_gemma":[0.9979206,0.00094223,0.0002458092,0.000447338,0.0002938087,0.0001502669],"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":[0.000262708,0.0000715319,0.001867085,0.000433512,0.00005039767,0.00008650013,0.0001012974,0.00005397503,0.9761509,0.0001303688,0.0002629727,0.02052883],"study_design_scores_gemma":[0.0001464848,0.002006867,0.02656118,0.0002182498,0.0004595511,0.003585186,0.0002252773,0.00392744,0.938646,0.0004302976,0.02372687,0.00006659614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4348141,0.02913327,0.5134531,0.00196444,0.0008310875,0.001449724,0.002490485,0.001934541,0.0139292],"genre_scores_gemma":[0.5061447,0.009779281,0.4703473,0.0007254049,0.0004085823,0.00166076,0.002935629,0.000426983,0.007571335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005397165,"threshold_uncertainty_score":0.01805532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269401152912818,"score_gpt":0.2449445711663259,"score_spread":0.2222505596371977,"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."}}