{"id":"W4237914492","doi":"10.18438/b8j03v","title":"An Introduction to Critical Appraisal","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Critical appraisal; Computer science; Data science; Management science; Medicine; Engineering; Alternative medicine","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":[0.02423831,0.002859579,0.002873365,0.01196864,0.001681766,0.004332364,0.003419285,0.005341812,0.06747572],"category_scores_gemma":[0.1009308,0.001973409,0.002844477,0.00722253,0.004810912,0.005668685,0.003468818,0.009656545,0.0514298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115665,"about_ca_system_score_gemma":0.007676154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639722,"about_ca_topic_score_gemma":0.002484839,"domain_scores_codex":[0.9750265,0.01229582,0.004275512,0.001308654,0.006716889,0.0003765288],"domain_scores_gemma":[0.8806744,0.08329076,0.004085669,0.004845448,0.02465441,0.002449429],"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":[0.0000911203,0.00005246485,0.00005954818,0.009582534,0.00007042816,0.0001482951,0.0002164261,0.0003812806,0.0004609474,0.01962434,0.7422973,0.2270153],"study_design_scores_gemma":[0.00003003064,0.00008343134,0.0002949026,0.007989681,0.00002669801,0.0002955459,0.00009608256,0.0002181292,0.0001463118,0.04328303,0.9474753,0.00006078808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0002067374,0.4490082,0.1039154,0.1144814,0.2587665,0.003566583,0.002371146,0.001315198,0.06636885],"genre_scores_gemma":[0.007142643,0.4477082,0.163777,0.06290632,0.1587807,0.01075345,0.002978164,0.001337907,0.1446156],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9757617,"threshold_uncertainty_score":0.2257288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378403257162366,"score_gpt":0.4728776502506686,"score_spread":0.409093617679045,"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."}}