{"id":"W2736912844","doi":"10.1016/j.jclinepi.2017.02.016","title":"Quasi-experimental study designs series—paper 5: a checklist for classifying studies evaluating the effects on health interventions—a taxonomy without labels","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Checklist; Psychological intervention; Taxonomy (biology); Series (stratigraphy); Computer science; Psychology; Medicine; Nursing; Cognitive 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":["metaresearch"],"category_scores_codex":[0.4116194,0.004451048,0.004937779,0.01454093,0.004777126,0.007298499,0.007552511,0.008254101,0.02005329],"category_scores_gemma":[0.5487061,0.004336447,0.01015497,0.00911256,0.007874907,0.008109939,0.008697695,0.01021043,0.006123629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009720637,"about_ca_system_score_gemma":0.04228687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593971,"about_ca_topic_score_gemma":0.003680624,"domain_scores_codex":[0.382865,0.4386278,0.1508014,0.004340547,0.02149268,0.00187252],"domain_scores_gemma":[0.3199744,0.4908031,0.05343503,0.04454827,0.08749628,0.003743059],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004762366,0.0008531761,0.003902364,0.1755215,0.001561428,0.0005244294,0.01704523,0.002991231,0.004075574,0.1503705,0.3668075,0.2715847],"study_design_scores_gemma":[0.005092036,0.002771636,0.006044739,0.06238565,0.0009158922,0.0008226068,0.004171683,0.003200347,0.003039218,0.08889429,0.8221277,0.000534141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.002722267,0.006947132,0.3552116,0.010593,0.007283163,0.5956308,0.01266202,0.001395673,0.007554458],"genre_scores_gemma":[0.003301376,0.001435311,0.4178142,0.00262086,0.0003790767,0.5713207,0.002164763,0.0001027952,0.000861002],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5883806,"threshold_uncertainty_score":0.7255781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9647059482022167,"score_gpt":0.8240026333355556,"score_spread":0.1407033148666611,"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."}}