{"id":"W3127249820","doi":"10.3390/ijerph18041656","title":"Definitions and Operationalization of Mental Health Problems, Wellbeing and Participation Constructs in Children with NDD: Distinctions and Clarifications","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"Vetenskapsrådet","keywords":"Mental health; Flourishing; Operationalization; Psychological intervention; Psychology; Mental illness; CLARITY; Mental health law; Psychiatry; Middle Eastern Mental Health Issues & Syndromes; Clinical psychology; Developmental psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001177279,0.00006824995,0.0001460095,0.0002651966,0.000224964,0.00008845809,0.00006283475,0.00004058262,0.0001678016],"category_scores_gemma":[0.0001556858,0.00006216594,0.00001115988,0.0001493579,0.0005703244,0.0002909655,0.00007522688,0.0002747166,7.866345e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391198,"about_ca_system_score_gemma":0.0004177495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020599,"about_ca_topic_score_gemma":0.0006521755,"domain_scores_codex":[0.9982194,0.0004193586,0.0004481417,0.0001967858,0.0004833501,0.0002329693],"domain_scores_gemma":[0.9991584,0.0001994325,0.0001453681,0.0000769597,0.000122508,0.0002973539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004537603,0.0007123674,0.9567224,0.00002197627,0.00007484413,0.000002631832,0.001900946,0.000003529029,0.0002469397,0.02437112,0.0001007287,0.0157971],"study_design_scores_gemma":[0.001066198,0.0004434641,0.9890022,0.00005932825,0.000002041493,0.0004112422,0.006837241,0.00005811768,0.00001606473,0.001615963,0.000441229,0.00004685396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804066,0.002207507,0.0003357281,0.01641419,0.00003433575,0.000248093,0.0001761783,0.000001962271,0.0001753822],"genre_scores_gemma":[0.9935714,0.005356055,0.0006004126,0.0001711726,0.0000278469,0.00001634655,0.0002232,0.000006038455,0.00002749751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03227981,"threshold_uncertainty_score":0.2535053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174388691671124,"score_gpt":0.4122054695216123,"score_spread":0.2947666003544999,"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."}}