{"id":"W1987118171","doi":"10.1016/j.socscimed.2014.12.003","title":"Latent and manifest empiricism in Q'eqchi' Maya healing: A case study of HIV/AIDS","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Ethnobotanical and Medicinal Plants Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Maya; Indigenous; Empiricism; Parallels; Human immunodeficiency virus (HIV); Medicine; Sociology; Traditional medicine; Epistemology; Family medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555553,0.0001191441,0.0003481336,0.00003144815,0.0004014728,0.000009408759,0.0001924713,0.00004688861,0.0000308402],"category_scores_gemma":[0.0003260237,0.00004118096,0.00002080037,0.0007686373,0.0009177654,0.00007373692,0.00009992821,0.0001549256,0.000001443254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002345496,"about_ca_system_score_gemma":0.000009789357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589378,"about_ca_topic_score_gemma":0.004820155,"domain_scores_codex":[0.9984396,0.00008534637,0.0003173975,0.000324412,0.0005096389,0.0003235736],"domain_scores_gemma":[0.999379,0.000263207,0.00009859315,0.00004016234,0.00007414685,0.0001448242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006183924,0.0006847569,0.750401,0.0000318641,0.00001342847,0.0005163163,0.0575807,0.000001107764,0.04159296,0.001195434,0.0003350949,0.1475855],"study_design_scores_gemma":[0.001491035,0.004151504,0.8427392,0.0001387768,0.00004060112,0.0002723132,0.1484954,0.00008189929,0.00008141695,0.001302684,0.0009549054,0.0002503166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994687,0.0001041909,0.000001338445,0.003122031,0.0001327826,0.0002143508,0.000002489421,0.0000175434,0.001718232],"genre_scores_gemma":[0.9991797,0.00002532714,0.000004780958,0.0003449377,0.0003616337,0.000006216275,0.000001192211,5.553062e-7,0.00007567573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473352,"threshold_uncertainty_score":0.6937797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05691680929253454,"score_gpt":0.3221096586479063,"score_spread":0.2651928493553717,"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."}}