{"id":"W4280596915","doi":"10.1037/met0000497","title":"Causal mediation effects in single case experimental designs.","year":2022,"lang":"en","type":"article","venue":"Psychological Methods","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Drug Abuse","keywords":"Mediation; Type I and type II errors; Statistics; Confidence interval; Econometrics; Estimator; Statistical power; Monte Carlo method; Causal model; Psychology; Standard error; Outcome (game theory); Statistical hypothesis testing; Mathematics","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":[0.3165432,0.0022986,0.003397495,0.003875487,0.002715988,0.005823141,0.004977851,0.006368813,0.04994054],"category_scores_gemma":[0.6501177,0.002972547,0.003881358,0.004527022,0.007192034,0.006860798,0.004884099,0.006157076,0.003507499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003241118,"about_ca_system_score_gemma":0.004942624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304102,"about_ca_topic_score_gemma":0.002212691,"domain_scores_codex":[0.5279834,0.3941819,0.02124879,0.02576868,0.02830777,0.002509447],"domain_scores_gemma":[0.2539995,0.6622868,0.02781653,0.04417451,0.01054758,0.001175102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03368455,0.007457565,0.04476142,0.02340763,0.006188422,0.00113831,0.0149712,0.01300621,0.003931523,0.2899746,0.06631313,0.4951655],"study_design_scores_gemma":[0.04854703,0.02612887,0.1501335,0.01017901,0.009256504,0.002014352,0.003978434,0.1200409,0.01356816,0.4771937,0.138008,0.0009514992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07955147,0.003981174,0.7053692,0.002415805,0.005454976,0.136998,0.00651816,0.002181779,0.05752947],"genre_scores_gemma":[0.2134687,0.0006989199,0.499655,0.001137693,0.0004365049,0.2791216,0.0009903079,0.0003394052,0.004151937],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3165432,"threshold_uncertainty_score":0.842824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.551208401110505,"score_gpt":0.5270712642831462,"score_spread":0.02413713682735874,"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."}}