{"id":"W4404471000","doi":"10.1177/01632787231217000","title":"Estimating Mediation Effects in ABAB Reversal Designs","year":2024,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Drug Abuse","keywords":"Mediation; Intervention (counseling); Outcome (game theory); Psychology; Psychological intervention; Causal inference; Quasi-experiment; Inference; Variable (mathematics); Computer science; Econometrics; Medicine; Mathematics; Psychiatry; Artificial intelligence","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":[0.25727,0.003222039,0.003625733,0.003681957,0.001576777,0.002651948,0.004732111,0.003796354,0.01217283],"category_scores_gemma":[0.4087277,0.002474884,0.006909578,0.003034499,0.003677602,0.003407609,0.003771205,0.00496586,0.001761797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238545,"about_ca_system_score_gemma":0.003251029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609871,"about_ca_topic_score_gemma":0.001227679,"domain_scores_codex":[0.6450679,0.3242086,0.008547202,0.010442,0.01034167,0.001392674],"domain_scores_gemma":[0.5016022,0.4268671,0.02433856,0.03566599,0.01084116,0.0006849412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02044227,0.004508882,0.04719975,0.009871484,0.008303499,0.0006357079,0.004678076,0.0359876,0.006110958,0.2354637,0.009319614,0.6174784],"study_design_scores_gemma":[0.0137704,0.03712713,0.03349995,0.003330273,0.004863556,0.0008328303,0.001718637,0.4180391,0.01485148,0.4179386,0.05332439,0.0007035905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03711773,0.001290802,0.9369856,0.0003779153,0.0005849885,0.01760484,0.001215132,0.001003763,0.003819209],"genre_scores_gemma":[0.09739237,0.0003425975,0.8504048,0.0003488089,0.00009675797,0.04984544,0.0005994518,0.0001081458,0.0008616085],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.25727,"threshold_uncertainty_score":0.9159183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5129719809319946,"score_gpt":0.5496520292627413,"score_spread":0.03668004833074667,"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."}}