{"id":"W2999143593","doi":"10.1016/j.jclinepi.2019.12.004","title":"Can the Schwarz and Lalouch concept of differentiating between explanatory and pragmatic studies be useful for diagnostic test studies?","year":2020,"lang":"en","type":"editorial","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"National Health Research Institutes","keywords":"Test (biology); Medicine; Psychology; Biology","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":[0.1559941,0.008114613,0.01626874,0.01317425,0.005042473,0.0157726,0.01087731,0.03569902,0.007642072],"category_scores_gemma":[0.5281116,0.004799875,0.007423905,0.006133253,0.01032079,0.01208321,0.003998312,0.04416405,0.005147263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599578,"about_ca_system_score_gemma":0.01109081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279619,"about_ca_topic_score_gemma":0.0086486,"domain_scores_codex":[0.912233,0.04293804,0.01936603,0.004768947,0.01952936,0.001164587],"domain_scores_gemma":[0.4147626,0.5013883,0.01213004,0.01041102,0.05365546,0.007652632],"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":[0.0003009916,0.00002600574,0.0001540702,0.006340667,0.001009403,0.000130104,0.00006782505,0.00007688987,0.00003773968,0.002629487,0.974476,0.01475087],"study_design_scores_gemma":[0.004759163,0.0002920483,0.001517632,0.02554344,0.009368912,0.001278911,0.0003539263,0.00419946,0.0003823404,0.06327482,0.8885897,0.0004396222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004409912,0.01749203,0.001383199,0.07824387,0.901952,0.0001237925,0.0001719544,0.00008700978,0.0005020163],"genre_scores_gemma":[0.001575669,0.009775486,0.003342398,0.0920916,0.8902088,0.0005425633,0.00008057227,0.0001167539,0.00226625],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8440058,"threshold_uncertainty_score":0.8249857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9021483929136066,"score_gpt":0.6747074716390209,"score_spread":0.2274409212745857,"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."}}