{"id":"W4403808209","doi":"10.3102/0091732x241256628","title":"The Side Effects of Universal School-Based Mental Health Supports: An Integrative Review","year":2024,"lang":"en","type":"article","venue":"Review of Research in Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Mathematics education; Applied psychology; Psychotherapist","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":[0.009901414,0.0001209386,0.0003979315,0.0002881263,0.00009740176,0.00002194779,0.0004366553,0.00005078913,0.0005865147],"category_scores_gemma":[0.001894213,0.00007919916,0.0001326492,0.001618255,0.0004771978,0.0001716974,0.00005260205,0.0006364076,0.0001023702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062639,"about_ca_system_score_gemma":0.005155693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859076,"about_ca_topic_score_gemma":0.0002386128,"domain_scores_codex":[0.9941008,0.003710823,0.0006489453,0.0003691515,0.0007438,0.0004264881],"domain_scores_gemma":[0.9966421,0.001918922,0.000107541,0.0007460497,0.0003662636,0.0002191245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005509727,0.001050216,0.001937033,0.1700854,0.00003873292,0.000006427272,0.0009600639,6.705069e-8,0.00007314639,0.01072266,0.2145128,0.6005583],"study_design_scores_gemma":[0.0004237411,0.002138192,0.01323215,0.49913,0.00003647796,0.00001640311,0.01635274,0.0000344123,0.0004519509,0.002287561,0.4656578,0.0002385918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006475694,0.953057,0.000008121147,0.02948003,0.0006061054,0.003182708,0.00002007135,0.0000167985,0.007153455],"genre_scores_gemma":[0.1195742,0.8770465,0.0001432272,0.001205909,0.00009056849,0.0005863186,0.0002593441,0.0000231941,0.001070807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6003197,"threshold_uncertainty_score":0.9145979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292193884490772,"score_gpt":0.528712958899483,"score_spread":0.4757910200545753,"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."}}