{"id":"W2588302396","doi":"10.1016/s0140-6736(16)31592-6","title":"Progress in evidence-based medicine: a quarter century on","year":2017,"lang":"en","type":"review","venue":"The Lancet","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1021,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Evidence-based medicine; Trustworthiness; Critical appraisal; Scientific evidence; Quarter (Canadian coin); Alternative medicine; Evidence-based practice; MEDLINE; Clinical Practice; Medicine; Clinical decision making; Systematic review; Psychology; Medical education; Engineering ethics; Family medicine; Political science; Social psychology; Epistemology; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01625148,0.001595867,0.005356669,0.005564199,0.0009422833,0.006864129,0.001961465,0.006581146,0.009142702],"category_scores_gemma":[0.03071676,0.000690786,0.002108334,0.008255138,0.003411839,0.01082883,0.003548167,0.00795914,0.001856742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004841677,"about_ca_system_score_gemma":0.01595003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006157776,"about_ca_topic_score_gemma":0.01435418,"domain_scores_codex":[0.9929125,0.002387672,0.001168224,0.0005625625,0.002515742,0.0004533633],"domain_scores_gemma":[0.9526812,0.03729247,0.002787846,0.0008214266,0.005042505,0.001374412],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003180031,0.00007997312,0.0002894235,0.08584609,0.0006094234,0.0001507691,0.0004343127,0.0002579975,0.0003830872,0.02183418,0.156372,0.7334248],"study_design_scores_gemma":[0.00009918875,0.00006587928,0.0009094353,0.07748627,0.0005234477,0.0001964396,0.0005411549,0.00007180622,0.00008395343,0.01326445,0.9067175,0.00004036324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000361592,0.9872494,0.00006238645,0.01068418,0.00159094,0.00000372111,0.00001751659,0.00000674663,0.0003488727],"genre_scores_gemma":[0.0008559817,0.9877758,0.0002596599,0.008365604,0.002426553,0.000009736656,0.00003000643,0.00000554806,0.0002711425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837485,"threshold_uncertainty_score":0.0859471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6846107097155708,"score_gpt":0.6495006561996791,"score_spread":0.03511005351589169,"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."}}