{"id":"W4385715722","doi":"10.1111/medu.15179","title":"Social Studies of Science and Technology: New ways to illuminate challenges in training for health information technologies utilisation","year":2023,"lang":"en","type":"review","venue":"Medical Education","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada; University of Ottawa","funders":"","keywords":"Scholarship; Framing (construction); Health care; Knowledge management; Engineering ethics; Psychology; Computer science; Management science; 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":[0.02067515,0.001651671,0.001657568,0.01329423,0.007459866,0.01759749,0.002758858,0.006099076,0.006321393],"category_scores_gemma":[0.02425211,0.0006363407,0.001328203,0.008565815,0.09250642,0.0317292,0.01414737,0.008647268,0.0004333627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008398074,"about_ca_system_score_gemma":0.008648098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259854,"about_ca_topic_score_gemma":0.005403985,"domain_scores_codex":[0.9830816,0.01374711,0.0003944006,0.0009303187,0.001288729,0.0005578668],"domain_scores_gemma":[0.9389703,0.0523078,0.002140199,0.003636658,0.001451859,0.001493286],"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":[0.00001392249,0.00005233715,0.002424644,0.0005524181,0.00003838028,0.0002806488,0.06593667,0.0004966744,0.000177193,0.9047648,0.002960626,0.02230165],"study_design_scores_gemma":[0.00001594761,0.00004314173,0.001724557,0.0009384647,0.00001661451,0.0002609856,0.06735213,0.001142372,0.0001211122,0.8511157,0.07723365,0.00003548035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.08266486,0.1115665,0.2568164,0.3463645,0.004696073,0.0004733913,0.0004108247,0.0003125947,0.1966949],"genre_scores_gemma":[0.8792327,0.03249679,0.0669651,0.01104322,0.003339018,0.0008656356,0.000175987,0.0001735222,0.005708016],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9925401,"threshold_uncertainty_score":0.109342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4843303271778205,"score_gpt":0.6029515036380981,"score_spread":0.1186211764602776,"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."}}