{"id":"W2035537985","doi":"10.1148/radiol.2432060009","title":"Evidence-based Practice in Radiology: Step 5 (Evaluate)—Caveats and Common Questions","year":2007,"lang":"en","type":"review","venue":"Radiology","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Evidence-based medicine; Evidence-based practice; MEDLINE; Medical education; Radiology; Medical physics; Alternative medicine; Pathology; Law","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":["metaresearch"],"category_scores_codex":[0.256926,0.001463953,0.004175285,0.004935875,0.003307031,0.01341689,0.005664926,0.01166828,0.00317129],"category_scores_gemma":[0.3417659,0.001487216,0.003311502,0.004561469,0.008781415,0.01747536,0.008349882,0.01594114,0.001599295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007236788,"about_ca_system_score_gemma":0.05398837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007066304,"about_ca_topic_score_gemma":0.01898897,"domain_scores_codex":[0.837824,0.1005336,0.0267243,0.002052807,0.03097657,0.001888698],"domain_scores_gemma":[0.5871619,0.3181154,0.0176873,0.01233313,0.06051646,0.004185838],"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":[0.0002718273,0.0002458494,0.003224074,0.05988904,0.0008894524,0.0007595225,0.009764273,0.0008767382,0.0007965119,0.1396135,0.1060053,0.6776637],"study_design_scores_gemma":[0.0003968879,0.0007636653,0.006048526,0.185331,0.001511069,0.003090409,0.01457184,0.003133517,0.00262607,0.2597625,0.5223817,0.0003829369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004522184,0.2343935,0.07691703,0.6492722,0.01651922,0.005388597,0.0003093294,0.0003856741,0.01229232],"genre_scores_gemma":[0.07456318,0.1462378,0.5516815,0.2091438,0.005774111,0.008310514,0.0004267039,0.0001679988,0.003694486],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7430741,"threshold_uncertainty_score":0.9163426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4786785881894742,"score_gpt":0.6339386022429759,"score_spread":0.1552600140535018,"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."}}