{"id":"W2042074909","doi":"10.1371/journal.pone.0085675","title":"Optimizing Viable Leukocyte Sampling from the Female Genital Tract for Clinical Trials: An International Multi-Site Study","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; James B. Pendleton Charitable Trust; Wellcome Trust","keywords":"Peripheral blood mononuclear cell; Biopsy; Immunology; Medicine; Genital tract; Blood sampling; Andrology; Biology; Pathology; Internal medicine; In vitro; Physiology","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":[0.06823034,0.001429907,0.001949161,0.0007494536,0.0006255014,0.00302053,0.001305804,0.002309201,0.003425273],"category_scores_gemma":[0.02668827,0.0005389628,0.00160745,0.001564667,0.001632647,0.0015139,0.001397433,0.001955708,0.00103464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053049,"about_ca_system_score_gemma":0.003179171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005271761,"about_ca_topic_score_gemma":0.0008971397,"domain_scores_codex":[0.9623597,0.0318312,0.001798215,0.00133599,0.001627146,0.001047736],"domain_scores_gemma":[0.9702442,0.008064781,0.008221571,0.004877954,0.00548617,0.003105216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2666809,0.03751685,0.2108246,0.007046603,0.007117611,0.0006111123,0.003110739,0.004034769,0.07829455,0.002202924,0.009398015,0.3731612],"study_design_scores_gemma":[0.1045271,0.5190984,0.2969299,0.002157263,0.007748396,0.001974328,0.002153981,0.003175432,0.018109,0.001430504,0.04241163,0.0002841581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237722,0.02214559,0.01913537,0.003042562,0.000537484,0.02206171,0.001469229,0.0001305004,0.00770535],"genre_scores_gemma":[0.9512513,0.005702113,0.0215098,0.003160467,0.0004762695,0.01475589,0.001855969,0.00011929,0.001168922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06823034,"threshold_uncertainty_score":0.3608409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5195850221217442,"score_gpt":0.4799740055381524,"score_spread":0.03961101658359173,"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."}}