{"id":"W4225831680","doi":"10.1075/jial.21002.ric","title":"Localization of clinical research","year":2021,"lang":"en","type":"article","venue":"The Journal of Internationalization and Localization","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Clinical trial; Subjectivity; Political science; Process (computing); Perspective (graphical); Public relations; Medical education; Psychology; Business; Medicine; Computer science; Pathology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01303497,0.00007136064,0.0002912265,0.0002339039,0.0001149644,0.00002979342,0.0001691541,0.0002025664,0.0003064589],"category_scores_gemma":[0.02947027,0.00004898557,0.00009996641,0.0007207198,0.0005917414,0.0001409921,0.0001046739,0.0007614995,0.000005117286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005150357,"about_ca_system_score_gemma":0.0008458992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000142837,"about_ca_topic_score_gemma":0.00003180502,"domain_scores_codex":[0.9955692,0.0009755181,0.001450348,0.0001326152,0.001755726,0.000116601],"domain_scores_gemma":[0.98268,0.0046044,0.0005933639,0.000239555,0.01175388,0.0001288405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001862464,0.001424053,0.4450639,0.0007570107,0.0005459173,0.00006580971,0.00251914,0.01387974,0.001528449,0.5015187,0.01086319,0.01997154],"study_design_scores_gemma":[0.01211733,0.003392376,0.1161347,0.00537101,0.0006824668,0.001986856,0.00644403,0.4223808,0.04444817,0.2728768,0.1136969,0.0004685596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.059693,0.001557734,0.9281168,0.005497066,0.0005215368,0.000218995,0.000003868608,0.0000099995,0.004380981],"genre_scores_gemma":[0.9877625,0.008623418,0.0006746518,0.0009496593,0.0003383113,0.000001036732,0.0000289175,0.00001590857,0.001605635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9280695,"threshold_uncertainty_score":0.9787049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6048227057060603,"score_gpt":0.6552825564102923,"score_spread":0.05045985070423198,"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."}}