{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002941934,0.000225702,0.00024488,0.0001885627,0.0002649334,0.00003773361,0.0003067604,0.0001544956,0.004450953],"category_scores_gemma":[0.00006275351,0.0002086745,0.0001723239,0.0002023719,0.00007916386,0.0003456112,0.00009202443,0.0003378253,0.009264858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009160335,"about_ca_system_score_gemma":0.0001285455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008933548,"about_ca_topic_score_gemma":0.000005741163,"domain_scores_codex":[0.9983618,0.0001413047,0.0001724394,0.0006802093,0.0001138004,0.0005304197],"domain_scores_gemma":[0.9988042,0.00007676059,0.00005999931,0.0007960764,0.0001675433,0.00009540034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008925584,0.00134643,0.001195987,0.0002278245,0.0004986201,0.00004285221,0.001088499,0.009829656,0.6053259,0.3726296,0.004322014,0.002600091],"study_design_scores_gemma":[0.01044224,0.001766778,0.02350884,0.0004199207,0.0005994774,0.0002111267,0.002837273,0.0248321,0.4347282,0.4398015,0.05716154,0.003690962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398322,0.002343599,0.04116114,0.001683541,0.001909486,0.001442858,0.0001466958,0.0004190121,0.01106153],"genre_scores_gemma":[0.9855257,0.0000519547,0.0001824389,0.0001195768,0.00003711618,0.0001278476,0.0001066032,0.00004245724,0.01380636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705976,"threshold_uncertainty_score":0.9964591,"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."}}