{"id":"W3016209110","doi":"10.17504/protocols.io.y6gfzbw","title":"Culturing THP-1 Cells v1","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"THP1 cell line; Computer science; Cell culture; Biology; 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":[0.0008048064,0.0008653867,0.001228823,0.0006278714,0.001031098,0.001056653,0.001355632,0.0007388371,0.008490412],"category_scores_gemma":[0.0007539762,0.0005063076,0.0006083727,0.001321668,0.0003515294,0.0004988529,0.0006063877,0.0023075,0.01515946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271874,"about_ca_system_score_gemma":0.0003679149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556421,"about_ca_topic_score_gemma":0.001715817,"domain_scores_codex":[0.9982626,0.0003487273,0.0002084468,0.0003154376,0.0004196846,0.0004450505],"domain_scores_gemma":[0.9994165,0.0001266539,0.00003274265,0.0001696418,0.0001935491,0.00006083176],"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":[0.0007127005,0.0002754653,0.001292526,0.0005894256,0.00004175421,0.0008997187,0.0007044934,0.000496537,0.9697393,0.002059812,0.01163487,0.01155336],"study_design_scores_gemma":[0.0001306474,0.0008657511,0.009193142,0.0001688979,0.00009151975,0.00137851,0.0004525545,0.002408355,0.8267082,0.001050489,0.1574398,0.0001120563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5398842,0.01425705,0.1428696,0.003027844,0.007667258,0.01078704,0.197848,0.002664856,0.08099413],"genre_scores_gemma":[0.4811908,0.01169016,0.2440875,0.00257872,0.002159171,0.006757014,0.1925822,0.0007545502,0.05819989],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008490412,"threshold_uncertainty_score":0.02840328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467822028351735,"score_gpt":0.2327206866573129,"score_spread":0.2180424663737956,"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."}}