{"id":"W4393864467","doi":"10.1136/bmjgh-2024-015484","title":"Call for action: addressing the alarming surge of HIV in Madagascar","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Berlin Institute of Health","keywords":"Human immunodeficiency virus (HIV); Call to action; Action (physics); Public health; Political science; Environmental health; Medicine; Business; Public relations; Virology; Nursing; Advertising","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":[],"consensus_categories":[],"category_scores_codex":[0.003921767,0.001072049,0.0009741748,0.0008776414,0.006071177,0.004354918,0.003184794,0.01641373,0.05186917],"category_scores_gemma":[0.009604834,0.000399646,0.001202312,0.0009181809,0.003017094,0.00520567,0.008833037,0.0126579,0.005640167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003241585,"about_ca_system_score_gemma":0.02567735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07582308,"about_ca_topic_score_gemma":0.07947541,"domain_scores_codex":[0.9965115,0.001338567,0.0001280467,0.0002454565,0.0003735982,0.001402745],"domain_scores_gemma":[0.9902161,0.001236216,0.0004700118,0.0002373502,0.0008971824,0.006943187],"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":[0.0001129847,0.0001352249,0.004356937,0.0009615713,0.00005081136,0.001070213,0.002638941,0.00007830618,0.0007525065,0.001658971,0.9319884,0.05619511],"study_design_scores_gemma":[0.0001206433,0.0002725114,0.0255191,0.002515833,0.0001549283,0.0007851993,0.02629827,0.0003603073,0.0007586354,0.00512212,0.9379507,0.0001418224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003562323,0.00696824,0.0001310497,0.9731358,0.009583374,0.0000516928,0.0005884092,0.0001783552,0.005800846],"genre_scores_gemma":[0.09430077,0.016364,0.003728922,0.8391157,0.0114638,0.0005286397,0.001451485,0.0002294744,0.0328172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07582308,"threshold_uncertainty_score":0.1735197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588550222665343,"score_gpt":0.5248448940064161,"score_spread":0.3659898717398818,"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."}}