{"id":"W2054941643","doi":"10.1002/jso.21419","title":"Evidence‐based clinical practice guideline development: Principles, challenges, and accountability to evidence","year":2009,"lang":"en","type":"editorial","venue":"Journal of Surgical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Agency (philosophy); Guideline; George (robot); Population; Library science; Columbia university; Medicine; Accountability; History; Media studies; Political science; Sociology; Law; Art history; Social science; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04803343,0.003205113,0.005953527,0.006344505,0.00463867,0.01367775,0.007586907,0.03556306,0.004734798],"category_scores_gemma":[0.2240355,0.002146067,0.003841578,0.004396521,0.008297623,0.006989718,0.002840324,0.05723263,0.004985405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006232948,"about_ca_system_score_gemma":0.01703026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019778,"about_ca_topic_score_gemma":0.01490596,"domain_scores_codex":[0.9533905,0.01280328,0.009790618,0.002095124,0.02065509,0.001265419],"domain_scores_gemma":[0.6666523,0.2103324,0.01353494,0.005338021,0.09373682,0.01040549],"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":[0.00001800028,0.00001728502,0.00003842793,0.0004420106,0.00003320751,0.0000946603,0.00004513672,0.00003452113,0.000022622,0.0007527459,0.988478,0.01002333],"study_design_scores_gemma":[0.0001323149,0.00004519089,0.0004970814,0.004308308,0.0002181998,0.0004475932,0.0002289749,0.0005209479,0.0002442883,0.005730786,0.9875459,0.00008045767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003248689,0.005440935,0.0005598331,0.1113679,0.8816531,0.00003554768,0.00003940003,0.00003617271,0.0008346649],"genre_scores_gemma":[0.0007980054,0.01009887,0.00164687,0.06826162,0.9147791,0.0001050733,0.00003877949,0.00004754372,0.00422403],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9519666,"threshold_uncertainty_score":0.2540281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5246848457434033,"score_gpt":0.5890522732714438,"score_spread":0.06436742752804048,"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."}}