{"id":"W2594828724","doi":"10.1016/j.fertnstert.2016.12.028","title":"Optimal culture conditions are critical for efficient expansion of human testicular somatic and germ cells in vitro","year":2017,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; Mount Sinai Hospital; CReATe Fertility Centre","funders":"","keywords":"CD90; Cell sorting; Somatic cell; Andrology; Germ cell; Biology; Stem cell; Doubling time; Molecular biology; Cell; Cell culture; Cell growth; In vitro; Fibroblast; Cell biology; Flow cytometry; Medicine; CD34; Biochemistry; Gene; Genetics","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":[0.001342565,0.0005088559,0.0006746848,0.000658234,0.0004984646,0.00103498,0.0004478268,0.0005734491,0.002765914],"category_scores_gemma":[0.001749168,0.0003046028,0.0003112289,0.0005527125,0.0003382937,0.000671013,0.0005913377,0.0008065539,0.001813633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885407,"about_ca_system_score_gemma":0.0007209641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007836453,"about_ca_topic_score_gemma":0.002107676,"domain_scores_codex":[0.9991769,0.0002712332,0.0001960458,0.00007894345,0.00020422,0.0000725115],"domain_scores_gemma":[0.9988517,0.0006113498,0.0001248265,0.00008190183,0.0002615859,0.00006875141],"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":[0.0002239904,0.0001122293,0.001082717,0.0003544166,0.00001408333,0.0002451907,0.0002291612,0.0006955478,0.9849684,0.001004544,0.001010419,0.01005928],"study_design_scores_gemma":[0.00003831222,0.0003273259,0.008527109,0.0001425076,0.00008251247,0.0009015493,0.0002805422,0.001227467,0.9573287,0.0007874983,0.03032506,0.0000313785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6242774,0.05951194,0.2618941,0.003862738,0.001607415,0.00198342,0.007256053,0.0011833,0.03842362],"genre_scores_gemma":[0.8094563,0.02038069,0.1491122,0.001017725,0.0008236375,0.002046667,0.008057558,0.0005282427,0.008576972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765914,"threshold_uncertainty_score":0.009252965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053572812527819,"score_gpt":0.3181486597829838,"score_spread":0.2876129316577056,"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."}}