{"id":"W4367019236","doi":"10.1007/978-3-030-91628-2_6","title":"Critical Appraisal and Evaluation of Information","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Critical appraisal; Dissemination; Process (computing); Computer science; Knowledge management; Psychology; Medicine","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":[0.3297556,0.001916672,0.003736819,0.01527428,0.002715481,0.008207414,0.004834149,0.002997001,0.01079933],"category_scores_gemma":[0.635535,0.0009853133,0.00167682,0.006174639,0.009309705,0.004871477,0.003599698,0.004416401,0.002045499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009737544,"about_ca_system_score_gemma":0.03381698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090855,"about_ca_topic_score_gemma":0.005679416,"domain_scores_codex":[0.541775,0.374003,0.02137331,0.00411398,0.05736323,0.001371523],"domain_scores_gemma":[0.1831485,0.6553835,0.0264643,0.0163256,0.1150119,0.00366619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001013557,0.0002614257,0.001712717,0.01855722,0.0008249351,0.0001392284,0.007699537,0.001302005,0.0006450599,0.07997028,0.1147559,0.773118],"study_design_scores_gemma":[0.001185728,0.001837655,0.01311007,0.09448976,0.002358703,0.001132676,0.0101902,0.02438524,0.00751522,0.3898012,0.4532534,0.0007401144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01211759,0.3105202,0.457241,0.05496132,0.01332047,0.03165,0.001558235,0.001355001,0.1172762],"genre_scores_gemma":[0.128416,0.08011355,0.7424867,0.004939929,0.003389083,0.02790317,0.0006550541,0.0004299203,0.01166665],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3297556,"threshold_uncertainty_score":0.8265306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07020584085185701,"score_gpt":0.3555684915757044,"score_spread":0.2853626507238474,"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."}}