{"id":"W2111394882","doi":"10.26443/mjm.v10i2.740","title":"Anthropology speaks to medicine: the case HIV/AIDS in Africa","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Medicine; Human immunodeficiency virus (HIV); Virology; Family medicine; Anthropology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002813383,0.0001736756,0.0006987452,0.0002141819,0.0005527429,6.199554e-7,0.0002950825,0.0001138608,0.001651309],"category_scores_gemma":[0.003011438,0.0000801579,0.0000386742,0.0006766365,0.0004379373,0.00005824544,0.0001124976,0.001595326,0.0001117533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440738,"about_ca_system_score_gemma":0.0001228765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183293,"about_ca_topic_score_gemma":0.00006417537,"domain_scores_codex":[0.996573,0.00102232,0.001262292,0.0002485596,0.0003882541,0.0005056122],"domain_scores_gemma":[0.9976935,0.0006252562,0.0005453408,0.0002424751,0.0003342588,0.0005591159],"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":[0.001308632,0.0002272402,0.01264379,0.0005182017,0.00007801809,0.01053476,0.08372196,0.00004705637,0.002772849,0.005311791,0.8667294,0.01610626],"study_design_scores_gemma":[0.004500847,0.003945214,0.004211326,0.001015423,0.00006611044,0.002109174,0.1184798,0.00003019554,0.00002107947,0.0005934726,0.8648952,0.0001322451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06529368,0.001468767,0.0009121514,0.9206326,0.002700109,0.0006478081,0.000009573903,0.00002073305,0.008314578],"genre_scores_gemma":[0.9314016,0.0003272916,0.0002232147,0.06116422,0.006005745,0.000005095712,0.000001121308,0.00002366651,0.0008481026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8661079,"threshold_uncertainty_score":0.9992613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2220383862903166,"score_gpt":0.4715223618432157,"score_spread":0.2494839755528992,"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."}}