{"id":"W2347200812","doi":"10.1093/ije/dyv097.265","title":"Laboratory Tests to assess Hia Immunology.","year":2015,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Immunology; Clinical immunology; Medicine; Computational biology; Biology; Allergy","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":[0.003019654,0.001769627,0.001333033,0.005357655,0.0008854683,0.001251378,0.001362958,0.00159978,0.01134246],"category_scores_gemma":[0.006097117,0.0004592591,0.001152337,0.001723066,0.000637824,0.001140387,0.0006878226,0.001628937,0.006479251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676072,"about_ca_system_score_gemma":0.0008490757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005099412,"about_ca_topic_score_gemma":0.004211063,"domain_scores_codex":[0.9960671,0.001289809,0.0003995255,0.0003993706,0.001461007,0.0003832241],"domain_scores_gemma":[0.9962105,0.0009246637,0.0008284025,0.0002892224,0.001369442,0.0003777978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001642384,0.003081818,0.6704169,0.003225824,0.0008951208,0.00561154,0.001261752,0.001532357,0.07666357,0.002762691,0.05846386,0.1744422],"study_design_scores_gemma":[0.0003402478,0.006569666,0.7411882,0.004844604,0.0008345366,0.02609413,0.003230414,0.004506723,0.08786837,0.004545582,0.1197093,0.0002683654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.421823,0.1189266,0.1065238,0.01061525,0.004602876,0.006052923,0.03775781,0.005549537,0.2881482],"genre_scores_gemma":[0.8412304,0.03506264,0.06117554,0.008490366,0.00240945,0.002401366,0.01458296,0.0004074429,0.03423982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134246,"threshold_uncertainty_score":0.03794432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696345529963359,"score_gpt":0.4472774292186013,"score_spread":0.2776428762222654,"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."}}