{"id":"W7111267311","doi":"10.1371/journal.pone.0321868.s004","title":"IBBS 2015 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; Human immunodeficiency virus (HIV); Epidemiology; 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":[0.002954864,0.0008918548,0.0007220089,0.003415013,0.001216685,0.004793206,0.002346179,0.002088882,0.411302],"category_scores_gemma":[0.007262843,0.0006353923,0.0007543482,0.004328461,0.0004563601,0.00233359,0.003098448,0.002016805,0.2816333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004703004,"about_ca_system_score_gemma":0.01163398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04261417,"about_ca_topic_score_gemma":0.02655199,"domain_scores_codex":[0.9975573,0.0003484318,0.00020828,0.0002269225,0.001258461,0.0004005659],"domain_scores_gemma":[0.9961313,0.0002377483,0.000177876,0.0002516709,0.002595877,0.0006055832],"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":[0.00004702935,0.00001593353,0.0002389844,0.0002084976,0.000003739984,0.00003029068,0.00002475504,0.00005040953,0.00004816717,0.001766376,0.9828044,0.01476153],"study_design_scores_gemma":[0.000007215813,0.000006739657,0.001091106,0.0002406362,0.000001819786,0.00001809366,0.00003989226,0.0000151129,0.0000745211,0.0003294981,0.9981704,0.000005032105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001195995,0.007166743,0.001313481,0.01823202,0.01839041,0.001039346,0.2901811,0.002231235,0.6602497],"genre_scores_gemma":[0.008930218,0.008264191,0.003432671,0.007599298,0.002314272,0.001619249,0.2156755,0.001924013,0.7502406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.411302,"threshold_uncertainty_score":0.8397063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991084348994052,"score_gpt":0.4189999682885495,"score_spread":0.329089124798609,"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."}}