{"id":"W2560821530","doi":"10.5539/jedp.v7n1p72","title":"Parenting Stress as a Mediator between Mental Health Consultation and Children’s Behavior","year":2016,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysfunctional family; Psychology; Mental health; Distress; Intervention (counseling); Clinical psychology; Developmental psychology; Psychological intervention; Psychological distress; Early childhood; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272449,0.0004564188,0.0003185597,0.000532121,0.0006650441,0.001085597,0.0004664104,0.0004821091,0.003742784],"category_scores_gemma":[0.009082689,0.0004623023,0.0009666497,0.0005213057,0.000485234,0.0005337231,0.001116852,0.00148014,0.0001054937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008284675,"about_ca_system_score_gemma":0.001681402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689775,"about_ca_topic_score_gemma":0.02397921,"domain_scores_codex":[0.9979175,0.001287654,0.00009298757,0.0001596103,0.0002457018,0.0002966212],"domain_scores_gemma":[0.9920574,0.004642554,0.001915602,0.0002688592,0.0002584105,0.0008571921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009902321,0.0001487504,0.9948031,0.00002410803,0.0001601376,0.0001037391,0.0005788493,0.00006354789,0.0001104251,0.0001157512,0.00008443701,0.003708027],"study_design_scores_gemma":[0.000005036969,0.0001223867,0.9984664,0.00004580279,0.00008458927,0.00007777346,0.0006909215,0.0002223758,0.00008579739,0.00006428005,0.0001317784,0.000002924561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982415,0.000558549,0.0001247468,0.0002261967,0.00001202793,0.00001167604,0.00009069453,0.000004089542,0.0007305386],"genre_scores_gemma":[0.9990416,0.0003022454,0.0002399796,0.00003252752,0.00000705815,0.00002405353,0.00008992595,0.000001767803,0.0002607887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689775,"threshold_uncertainty_score":0.03359878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464102729460397,"score_gpt":0.352068823226083,"score_spread":0.327427795931479,"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."}}