{"id":"W2337238525","doi":"10.1007/7651_2016_334","title":"Use of Stirred Suspension Bioreactors for Male Germ Cell Enrichment","year":2016,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Somatic cell; Stem cell; Cell biology; Germ; Progenitor cell; Germ cell; Bioreactor; Biology; Cell culture; Biochemistry; Genetics; Botany; Gene","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":[0.0007206997,0.0004403749,0.000469657,0.000356374,0.0004231629,0.0009295705,0.0004788066,0.0005072046,0.001198061],"category_scores_gemma":[0.0004242506,0.0002174266,0.0005294447,0.0002475959,0.0002162748,0.000384891,0.0004467182,0.0009130777,0.0009883483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189405,"about_ca_system_score_gemma":0.0004418026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000593911,"about_ca_topic_score_gemma":0.001216554,"domain_scores_codex":[0.9995766,0.00009346534,0.00003031246,0.0001031426,0.0001466652,0.00004976838],"domain_scores_gemma":[0.9997179,0.0001137108,0.00004275925,0.00003166139,0.00005493759,0.00003895733],"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":[0.00007582276,0.00002098082,0.000175697,0.00003574959,0.000007865661,0.00003341285,0.00002326965,0.00007811109,0.9958735,0.0001196829,0.0000517766,0.003504077],"study_design_scores_gemma":[0.00001508187,0.0001477262,0.0007126452,0.000004805479,0.00002504482,0.00006347913,0.00001497334,0.001237636,0.9960638,0.00005880991,0.001649306,0.000006663849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8086796,0.006427186,0.1711141,0.0007901751,0.0005589637,0.0002583661,0.0007072251,0.001069174,0.01039512],"genre_scores_gemma":[0.9123765,0.002167081,0.07548484,0.0002315229,0.0001482357,0.0001341844,0.0009789093,0.0001363224,0.008342373],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001198061,"threshold_uncertainty_score":0.004007876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395909418739562,"score_gpt":0.3843988932844916,"score_spread":0.330439799097096,"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."}}