{"id":"W1571693603","doi":"10.18438/b88s52","title":"An Introduction to Critical Appraisal","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Critical appraisal; Computer science; Data science; Medicine; 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":[0.02879156,0.002809174,0.002837709,0.01270283,0.001757642,0.004761005,0.003594053,0.005628004,0.06332197],"category_scores_gemma":[0.1213134,0.00197457,0.003071025,0.007558851,0.005211026,0.005988647,0.003760698,0.01015037,0.04604326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004728224,"about_ca_system_score_gemma":0.009031454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797683,"about_ca_topic_score_gemma":0.002585642,"domain_scores_codex":[0.9689033,0.01574755,0.005497516,0.001573172,0.007829717,0.0004487751],"domain_scores_gemma":[0.8567856,0.09964009,0.005122373,0.005870551,0.029797,0.002784444],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009995231,0.00005034183,0.00006263087,0.01144756,0.00007942186,0.0001459239,0.0002391857,0.0003862035,0.0004315175,0.02169754,0.7341255,0.2312342],"study_design_scores_gemma":[0.00003110116,0.00008581339,0.0002863839,0.01063321,0.00003022941,0.0002990775,0.0001060166,0.0002225981,0.0001497389,0.0439107,0.9441807,0.0000645156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0001969657,0.4577541,0.09620761,0.123576,0.2564788,0.003578157,0.002342297,0.00119767,0.05866836],"genre_scores_gemma":[0.007460299,0.4711571,0.1563224,0.06641684,0.1572026,0.01142735,0.002913211,0.001338133,0.125762],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9712085,"threshold_uncertainty_score":0.2118331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868370735992343,"score_gpt":0.4711078046772053,"score_spread":0.3924240973172818,"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."}}