{"id":"W2004877091","doi":"10.3791/51906","title":"Collection, Isolation, and Flow Cytometric Analysis of Human Endocervical Samples","year":2014,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Immunology; Biology; Immune system; Immunophenotyping; Ex vivo; Vagina; Flow cytometry; Population; Immunity; Transmission (telecommunications); Medicine; In vivo","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001288245,0.000547322,0.0006547777,0.001713127,0.0009122369,0.0009364528,0.00067828,0.0006781885,0.0050441],"category_scores_gemma":[0.001173935,0.000271516,0.0003094418,0.001265395,0.0005134333,0.0002238309,0.0005032384,0.001023418,0.003285888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537799,"about_ca_system_score_gemma":0.0009105722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000934158,"about_ca_topic_score_gemma":0.001475436,"domain_scores_codex":[0.9989834,0.0001837187,0.0001276844,0.0002407872,0.0003457275,0.0001186209],"domain_scores_gemma":[0.9994404,0.0001068079,0.0000481791,0.0001256739,0.0002232577,0.00005566575],"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":[0.0009228399,0.000406759,0.00574326,0.0005342337,0.00002700811,0.00041771,0.0005064288,0.0003415798,0.9359519,0.0008209744,0.003713312,0.05061409],"study_design_scores_gemma":[0.0003214894,0.003223295,0.06958518,0.0004899077,0.0001895208,0.002504499,0.001027097,0.004337535,0.7351916,0.002329924,0.180672,0.0001279874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.420171,0.01700258,0.4534561,0.001828453,0.001649225,0.02527781,0.04367916,0.003205508,0.03373016],"genre_scores_gemma":[0.4533809,0.01665165,0.4391561,0.002645182,0.001099132,0.03188741,0.03611106,0.0004960711,0.01857249],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0050441,"threshold_uncertainty_score":0.01687419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527729733073489,"score_gpt":0.4466386696133709,"score_spread":0.401361372282636,"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."}}