{"id":"W7117514358","doi":"10.1007/s44192-025-00325-z","title":"Validation of a reduced version of the child and youth resilience measure (CYRM-28) for public health use in Aotearoa New Zealand","year":2025,"lang":"en","type":"article","venue":"Discover Mental Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ministry of Business, Innovation and Employment","keywords":"Aotearoa; Mental health; Psychological intervention; Psychological resilience; Population; Public health; Service provider; Resilience (materials science); Resource (disambiguation)","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":[0.0008331874,0.0001328318,0.0003235995,0.000167659,0.000175344,0.00001766466,0.0001910914,0.00006692632,0.00001143673],"category_scores_gemma":[0.00004217132,0.0001022312,0.00006446121,0.0004626097,0.0001101888,0.0002493479,0.00007061303,0.0001500691,0.000001171647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991015,"about_ca_system_score_gemma":0.0009200476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684009,"about_ca_topic_score_gemma":0.001132396,"domain_scores_codex":[0.9980749,0.0003112132,0.0005671403,0.0003545855,0.000266659,0.0004254719],"domain_scores_gemma":[0.999054,0.00005646041,0.0003523221,0.0003481198,0.00002526729,0.0001638927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004425775,0.002990582,0.5978727,0.002095707,0.0001144866,5.342932e-7,0.1948026,0.00004627312,0.003010181,0.01235089,0.0655994,0.1166909],"study_design_scores_gemma":[0.006783207,0.001377254,0.9580441,0.002006504,0.00001546021,0.000008589424,0.02252309,0.00003045475,0.005124519,0.0006339059,0.003235049,0.000217935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819402,0.0007883586,0.00004612007,0.01424489,0.0005142957,0.001662391,0.0003024776,0.000008469981,0.0004927944],"genre_scores_gemma":[0.9959455,0.0002935934,0.00007473431,0.001371805,0.00001850227,0.00001503379,0.0001021575,0.000009941457,0.002168762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3601713,"threshold_uncertainty_score":0.9897069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580154472220183,"score_gpt":0.369128427652247,"score_spread":0.3233268829300451,"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."}}