{"id":"W4412998864","doi":"10.1177/21677026251351276","title":"A Framework for Estimating Posttreatment Moderation of Treatment-by-Dosage Effects in Individual-Patient Meta-Analysis: An Illustration Using Project Harmony","year":2025,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Moderation; Psychology; Harmony (color); Meta-analysis; Psychotherapist; Cognitive psychology; Applied psychology; Social psychology; Clinical psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.4618733,0.005828317,0.01086186,0.01102952,0.00187326,0.005553113,0.007084796,0.005664483,0.01300569],"category_scores_gemma":[0.5285352,0.004397095,0.03692104,0.0110205,0.004738462,0.004352182,0.009537041,0.009324612,0.0009973595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003608397,"about_ca_system_score_gemma":0.00981319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008503589,"about_ca_topic_score_gemma":0.004562899,"domain_scores_codex":[0.4058538,0.5698936,0.008613461,0.008185316,0.006666105,0.0007876963],"domain_scores_gemma":[0.4999341,0.4518821,0.008391663,0.03328621,0.005769467,0.000736482],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01030315,0.0005165538,0.009659451,0.03132911,0.204692,0.0009862038,0.003901719,0.1190863,0.001857267,0.3256921,0.02878972,0.2631864],"study_design_scores_gemma":[0.009458137,0.002295907,0.004897608,0.005092601,0.05040603,0.0005131777,0.0003817007,0.3546803,0.003568027,0.5127142,0.05542201,0.0005703433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00207331,0.002932379,0.9830068,0.002178457,0.0005382265,0.004916416,0.001236944,0.002020893,0.001096602],"genre_scores_gemma":[0.03708377,0.0008292967,0.9380608,0.0007042168,0.0001191138,0.02217407,0.0004186526,0.0002858225,0.000324227],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5381267,"threshold_uncertainty_score":0.663606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.613323364894136,"score_gpt":0.6205745408974034,"score_spread":0.007251176003267412,"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."}}