{"id":"W4295957315","doi":"10.1109/mts.2022.3197273","title":"Folkmedical Technologies and the Sociotechnical Systems of Healthcare","year":2022,"lang":"en","type":"article","venue":"IEEE Technology and Society Magazine","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Concordia University","funders":"","keywords":"Sociotechnical system; Reciprocity (cultural anthropology); Health care; Knowledge management; Healthcare system; Health professionals; Social exchange theory; Public relations; Business; Computer science; Psychology; Social psychology; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003919015,0.0006800266,0.0004260976,0.003041271,0.002404562,0.01039751,0.0007358673,0.003315636,0.006017718],"category_scores_gemma":[0.007956543,0.0003584148,0.0003837539,0.001695899,0.02146376,0.009381748,0.00417571,0.002617124,0.00129257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004798989,"about_ca_system_score_gemma":0.002496214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386092,"about_ca_topic_score_gemma":0.001782089,"domain_scores_codex":[0.9961785,0.002292709,0.0001820621,0.000392766,0.0007361744,0.0002177776],"domain_scores_gemma":[0.9921389,0.005107918,0.0009216301,0.0008326166,0.0005691168,0.0004298194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008157174,0.00002169752,0.0007081625,0.000125559,0.00001697159,0.00009948159,0.002308722,0.001262523,0.0002199718,0.9746234,0.002616901,0.01798837],"study_design_scores_gemma":[0.00001047842,0.00002724967,0.0009434197,0.0001973427,0.000007643711,0.0001716146,0.00136202,0.002738244,0.0001418036,0.9125466,0.08183053,0.00002314512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05018149,0.04033272,0.1990149,0.1465992,0.001594652,0.0003028843,0.0004171007,0.0005757927,0.5609812],"genre_scores_gemma":[0.891434,0.019121,0.05315007,0.006080376,0.001322487,0.0004783706,0.0001809543,0.0001031758,0.02812945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9975954,"threshold_uncertainty_score":0.0348193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675208047038283,"score_gpt":0.2951985352103913,"score_spread":0.2784464547400085,"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."}}