{"id":"W4415230727","doi":"10.3390/ejihpe15100212","title":"The Development of Quality Indicators to Assess Family Wellbeing Outcomes Following Engagement with Children’s Mental Health Services in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"European Journal of Investigation in Health Psychology and Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Set (abstract data type); Quality (philosophy); Minimum Data Set; Suite; Mental healthcare; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700705,0.0003483981,0.0003532075,0.003362431,0.002536877,0.002053885,0.001357749,0.0002401782,0.001045212],"category_scores_gemma":[0.01967611,0.0002637827,0.0006611679,0.005501727,0.0007386922,0.0007847617,0.001590288,0.0006402212,0.0001075778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07470656,"about_ca_system_score_gemma":0.1021754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907856,"about_ca_topic_score_gemma":0.9938207,"domain_scores_codex":[0.9955145,0.0007209762,0.0004977731,0.0002475519,0.002380689,0.0006385321],"domain_scores_gemma":[0.9797456,0.001267436,0.002640298,0.0004265206,0.01432679,0.001593512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007799741,0.00006208784,0.9181618,0.0003346821,0.00008054134,0.00004759509,0.004745882,0.0007344817,0.0001916676,0.0009327896,0.006660621,0.06796984],"study_design_scores_gemma":[0.000008043471,0.0000343254,0.9914085,0.0001683373,0.0000247828,0.00001143351,0.002118712,0.0008219718,0.000140719,0.00008578753,0.005163396,0.00001400774],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404275,0.00314699,0.005916631,0.003294655,0.00009767005,0.002677198,0.01933076,0.000158296,0.02495021],"genre_scores_gemma":[0.9772885,0.001372186,0.01330704,0.0001698784,0.00001311321,0.001189736,0.004492513,0.00002523237,0.00214175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07470656,"threshold_uncertainty_score":0.5420366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054154250327474,"score_gpt":0.4193459863651107,"score_spread":0.348804443861836,"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."}}