{"id":"W7112782142","doi":"","title":"EVALUATING SCHOOL-BASED INTERVENTIONS AND PROGRAMS IN TREATING CHILDREN MENTAL HEALTH DISORDERS","year":2025,"lang":"","type":"article","venue":"CSUSB ScholarWorks (California State University, San Bernardino)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Nonprobability sampling; Checklist; Intervention (counseling); Sampling (signal processing); Interpersonal communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01209918,0.0009217612,0.0008890422,0.001072451,0.001460811,0.001015713,0.001740822,0.001054234,0.006130051],"category_scores_gemma":[0.01580662,0.000670755,0.001777946,0.0008961313,0.0009046096,0.001265808,0.001423249,0.001484807,0.0003933233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004267086,"about_ca_system_score_gemma":0.01059041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614572,"about_ca_topic_score_gemma":0.01269214,"domain_scores_codex":[0.986534,0.01003404,0.001049879,0.0005559007,0.001063545,0.0007626996],"domain_scores_gemma":[0.990806,0.004842584,0.001825597,0.0005316618,0.0008538238,0.001140341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"systematic_review","study_design_scores_codex":[0.05457304,0.5447314,0.035346,0.01015029,0.002672402,0.0001430601,0.003577971,0.005689904,0.002480263,0.001452475,0.001644326,0.3375389],"study_design_scores_gemma":[0.1909463,0.6549922,0.1277592,0.002377635,0.003397636,0.00009619984,0.003326272,0.004237736,0.00496712,0.001170028,0.006653327,0.00007636949],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9627205,0.0009228952,0.001488893,0.0003656835,0.0001458223,0.03100506,0.0003682022,0.00007019981,0.002912798],"genre_scores_gemma":[0.9461784,0.001607975,0.01254446,0.0002272155,0.0000907802,0.03802986,0.0004369369,0.000008323863,0.0008759944],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01209918,"threshold_uncertainty_score":0.06398731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455794367320807,"score_gpt":0.3247740107378695,"score_spread":0.2902160670646615,"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."}}