{"id":"W1970966365","doi":"10.1017/s0317167100014499","title":"Evidence-Based Medicine 20 Years On: A View from the Inside","year":2013,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Content (measure theory); Action (physics); Medicine; Medical physics; Computer science; Psychology; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003394986,0.0009357259,0.001504843,0.003073915,0.001921579,0.005280996,0.001287189,0.01296743,0.08565571],"category_scores_gemma":[0.02254629,0.0005700181,0.001562373,0.002618428,0.001279442,0.007823954,0.002352699,0.01777947,0.04499554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003464767,"about_ca_system_score_gemma":0.004272229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354992,"about_ca_topic_score_gemma":0.01535389,"domain_scores_codex":[0.9968787,0.000774927,0.0003956509,0.000125894,0.001593567,0.0002312266],"domain_scores_gemma":[0.9844401,0.005950403,0.001100256,0.0003231815,0.006041368,0.002144623],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001499367,0.000008461976,0.000058109,0.0002744319,0.000005697667,0.0004470033,0.0000258795,0.00001457182,0.0000854248,0.0005046753,0.9872795,0.0112811],"study_design_scores_gemma":[0.00002570759,0.00001956259,0.0006354477,0.002904032,0.00001349017,0.001423648,0.0001281448,0.00004084845,0.0000542749,0.001932259,0.9928007,0.00002185347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001935986,0.03694764,0.0005641651,0.8448081,0.07684627,0.00005185606,0.0006692893,0.0002349587,0.03968421],"genre_scores_gemma":[0.004178581,0.08559038,0.001953707,0.6526747,0.1844553,0.0001376651,0.0006517229,0.0002272635,0.0701307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.996605,"threshold_uncertainty_score":0.2865469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2982140610030906,"score_gpt":0.4323514364138588,"score_spread":0.1341373754107683,"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."}}