{"id":"W4243118229","doi":"10.1097/01258363-200803000-00001","title":"The uncertainty and incongruity of evidence-based healthcare","year":2008,"lang":"en","type":"article","venue":"International Journal of Evidence-Based Healthcare","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Judgement; Interpretation (philosophy); Evidence-based medicine; Epistemology; Psychology; Dimension (graph theory); Evidence-based practice; Action (physics); Scientific evidence; MEDLINE; Engineering ethics; Medicine; Alternative medicine; Political science; Computer science; Philosophy; Law","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","sts"],"consensus_categories":[],"category_scores_codex":[0.008867735,0.0002398081,0.00052394,0.0005390964,0.001740166,0.00004625227,0.001324874,0.000242201,0.0001393111],"category_scores_gemma":[0.01273219,0.000134883,0.0001969454,0.0006426331,0.0007329076,0.001010774,0.0001320047,0.001593661,0.00002403647],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409744,"about_ca_system_score_gemma":0.02270605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143642,"about_ca_topic_score_gemma":0.003279215,"domain_scores_codex":[0.9910914,0.002742174,0.002213696,0.0003640048,0.002705608,0.0008831071],"domain_scores_gemma":[0.9760283,0.01239116,0.001995008,0.0004434962,0.00819026,0.0009518195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003187444,0.0001624188,0.9274179,0.001503244,0.00006570542,0.00009028689,0.003948512,0.0005319015,0.0002202407,0.001439571,0.01943913,0.04199369],"study_design_scores_gemma":[0.003581023,0.004006885,0.8828644,0.03282415,0.00004132516,0.0001605339,0.00989235,0.006322443,0.000623138,0.00379695,0.05530846,0.0005783933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5207769,0.01227641,0.0004447432,0.4616849,0.003844629,0.0008676419,0.00004712406,0.00002207226,0.00003552456],"genre_scores_gemma":[0.9743963,0.01435822,0.0008137278,0.008815432,0.001347964,0.00006494871,0.00000735066,0.00001896596,0.0001770523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536194,"threshold_uncertainty_score":0.9995595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6238932518346924,"score_gpt":0.565654038052452,"score_spread":0.0582392137822404,"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."}}