{"id":"W4214532887","doi":"10.1242/dmm.042481","title":"First person – Jocelyn Wessels","year":2019,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Gender studies; Sociology; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007543663,0.001061766,0.001203882,0.001580358,0.007329527,0.006663229,0.001323242,0.003457024,0.103013],"category_scores_gemma":[0.04735569,0.0007520395,0.0004320133,0.0008615017,0.003713366,0.005691574,0.004971179,0.009458682,0.05834697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659586,"about_ca_system_score_gemma":0.01195879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008227767,"about_ca_topic_score_gemma":0.01039626,"domain_scores_codex":[0.9887773,0.003569708,0.0005314007,0.002103526,0.00394693,0.001071114],"domain_scores_gemma":[0.9497631,0.005375809,0.002477166,0.001946789,0.02029631,0.02014087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003505497,0.00004228065,0.0003788291,0.0000646105,0.000004913205,0.0004658316,0.003989701,0.00002277848,0.0005155998,0.002322116,0.9791531,0.0130051],"study_design_scores_gemma":[0.00000586251,0.000015205,0.0003210464,0.0001257857,0.000001731976,0.0005130793,0.005427306,0.00004010744,0.0001401716,0.0007780148,0.9926074,0.0000243148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01334868,0.01707609,0.007727889,0.7022746,0.1360168,0.0005251074,0.001677368,0.002108136,0.1192454],"genre_scores_gemma":[0.08877636,0.005054354,0.005626121,0.2732804,0.008706252,0.0007442063,0.0004366237,0.00214049,0.6152352],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.103013,"threshold_uncertainty_score":0.3446127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750278900271263,"score_gpt":0.2512563937193512,"score_spread":0.2237536047166386,"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."}}