{"id":"W7110793561","doi":"10.1371/journal.pone.0321868.s003","title":"IBBS 2018 final report.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nap; Christian ministry; Epidemiology; Human immunodeficiency virus (HIV); Incidence (geometry); Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002307837,0.0008253861,0.000703567,0.002889243,0.001303323,0.005904368,0.002189291,0.002343758,0.5459165],"category_scores_gemma":[0.007442949,0.0005288483,0.0006552984,0.003826259,0.0004446537,0.002545853,0.002743378,0.002230238,0.4699912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279852,"about_ca_system_score_gemma":0.006400791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843675,"about_ca_topic_score_gemma":0.01334573,"domain_scores_codex":[0.9976058,0.0002880216,0.0001785354,0.0002286942,0.001343524,0.0003554297],"domain_scores_gemma":[0.9954985,0.0002930523,0.0001892658,0.000320004,0.003117242,0.0005818456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003862822,0.00001473,0.0001640438,0.0001406129,0.000001974899,0.00002568161,0.00002075239,0.0000280194,0.00004884862,0.001023964,0.9843248,0.01416791],"study_design_scores_gemma":[0.000006107728,0.000005495962,0.0005510076,0.0001361047,8.479234e-7,0.0000137623,0.00002835568,0.000009934917,0.00005487967,0.0002263978,0.998964,0.000003182785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000869968,0.003465487,0.0009550234,0.0139779,0.02212896,0.0008203828,0.1768019,0.002284517,0.7786959],"genre_scores_gemma":[0.004932258,0.004022054,0.001607136,0.004660659,0.002995874,0.00114507,0.1238136,0.001944904,0.8548785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5459165,"threshold_uncertainty_score":0.647695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09465202982108714,"score_gpt":0.4006969927075221,"score_spread":0.3060449628864349,"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."}}