{"id":"W2064869472","doi":"10.1002/bin.111","title":"Collateral effects of behavioral parent training on families of children with developmental disabilities and behavior disorders","year":2002,"lang":"en","type":"article","venue":"Behavioral Interventions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Psychology; Collateral; Parent training; Developmental psychology; Clinical psychology; Psychiatry; Intervention (counseling)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007321098,0.0003277567,0.0005272824,0.0001538814,0.0001532439,0.00001827608,0.0001813802,0.0001762743,0.001438672],"category_scores_gemma":[0.000006142436,0.0002536016,0.0003090874,0.00022451,0.0008547264,0.00009805489,0.00008703156,0.0002709549,0.00002215833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834317,"about_ca_system_score_gemma":0.000004914385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007835,"about_ca_topic_score_gemma":0.0007726583,"domain_scores_codex":[0.9981944,0.0001144474,0.0006329028,0.0004415184,0.0002426883,0.0003740335],"domain_scores_gemma":[0.9993304,0.00007200655,0.0002084719,0.0002299498,0.00005014857,0.000109016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058459,0.009593691,0.8829615,0.00005893584,0.0001105299,0.00001030548,0.0136837,6.506447e-7,0.0003687892,0.0006464961,0.000318765,0.09214082],"study_design_scores_gemma":[0.001593071,0.004289608,0.9827045,0.0003083106,0.0005526707,0.0000362988,0.009810869,2.799432e-7,0.000287263,0.00002723989,0.00006916856,0.0003207101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971432,0.0004912555,0.00001625389,0.0000396424,0.0003237317,0.0008263407,0.0002025818,0.00006395071,0.00089303],"genre_scores_gemma":[0.9981244,0.00004976275,0.0004199505,0.00001222407,0.00001810986,0.0005497935,0.0000367258,0.00002845395,0.0007605506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09974305,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365904067268788,"score_gpt":0.3797477387912425,"score_spread":0.1431573320643636,"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."}}