{"id":"W6921002428","doi":"10.6084/m9.figshare.27071743.v1","title":"Additional file 3 of From conceptualising to modelling structural determinants and interventions in HIV transmission dynamics models: a scoping review and methodological framework for evidence-based analyses","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Checklist; Dynamics (music); Human immunodeficiency virus (HIV); Context (archaeology); Intervention (counseling)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0130887,0.00176263,0.003028735,0.008460763,0.0012217,0.003373563,0.003175524,0.002794965,0.8627537],"category_scores_gemma":[0.1369135,0.0013208,0.003622766,0.01361706,0.0006409293,0.004442289,0.003087839,0.001772613,0.08667699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714025,"about_ca_system_score_gemma":0.01124969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127554,"about_ca_topic_score_gemma":0.02201627,"domain_scores_codex":[0.9951218,0.001656984,0.00165641,0.00060319,0.0007132383,0.0002484727],"domain_scores_gemma":[0.8323895,0.145346,0.006921637,0.003176026,0.01120499,0.0009619676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005636275,0.00006141094,0.0008117744,0.1251916,0.0002357843,0.00008550998,0.0003441968,0.0007568995,0.00008815951,0.004542532,0.8415604,0.0257582],"study_design_scores_gemma":[0.006526358,0.0002371649,0.007325149,0.095158,0.001298641,0.0003398805,0.0009640279,0.001395177,0.0004638824,0.02754995,0.8585064,0.0002353729],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0001481054,0.0002705501,0.001131171,0.0005330703,0.00008321375,0.002360791,0.9930145,0.000319849,0.002138718],"genre_scores_gemma":[0.01141768,0.003924761,0.05133535,0.003641214,0.0004051004,0.1603085,0.7385752,0.002037831,0.02835442],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8627537,"threshold_uncertainty_score":0.195765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5644349990005826,"score_gpt":0.4554870505301495,"score_spread":0.1089479484704331,"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."}}