{"id":"W4360803697","doi":"10.1111/famp.12875","title":"An <scp>ultra‐brief</scp> systemic intervention to address child mental health symptomatology","year":2023,"lang":"en","type":"review","venue":"Family Process","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; Centre for Addiction and Mental Health","funders":"Banting Research Foundation","keywords":"Intervention (counseling); Mental health; Coparenting; Psychology; Session (web analytics); Family therapy; Sibling; Psychotherapist; Clinical psychology; Child psychotherapy; Mental health service; Psychiatry; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005556087,0.00069616,0.001870971,0.0004754788,0.0003941971,0.0001022362,0.0008658309,0.0004940784,0.00006740126],"category_scores_gemma":[0.00003442902,0.000619687,0.0005348016,0.0008761212,0.0000568476,0.0001109875,0.00007814591,0.0006127221,0.00237237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504269,"about_ca_system_score_gemma":0.0002845883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283965,"about_ca_topic_score_gemma":0.00003550062,"domain_scores_codex":[0.9955755,0.000465661,0.001396475,0.001231908,0.0004518422,0.0008785443],"domain_scores_gemma":[0.9982176,0.00008414358,0.0006750284,0.0004570919,0.00009608444,0.0004700898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001465715,0.001045146,0.0001094776,0.05880059,0.0006912993,0.00002422021,0.005072897,0.000001351484,3.861899e-7,0.00185877,0.08806498,0.8443162],"study_design_scores_gemma":[0.0005948615,0.0002196427,0.002218928,0.06806672,0.0001058499,0.0002910562,0.002115749,4.813339e-7,3.136075e-7,0.00006504101,0.9260105,0.000310795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009175064,0.9810989,0.00005870893,0.0002021452,0.007198755,0.002611536,0.0008204198,0.0005578471,0.006534142],"genre_scores_gemma":[0.001481263,0.9877842,0.0000129141,0.001473584,0.001120411,0.0006606065,0.003061354,0.0001851941,0.004220452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8440054,"threshold_uncertainty_score":0.9996254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515817637611078,"score_gpt":0.3921688403020387,"score_spread":0.337010663925928,"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."}}