{"id":"W4282922518","doi":"10.2196/38249","title":"Interventions in Chinese Undergraduate Students’ Mental Health: Systematic Review","year":2022,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Systematic review; Psychology; Medical education; Inclusion (mineral); MEDLINE; Medicine; Psychiatry; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007729911,0.001717748,0.009202964,0.008093677,0.0009618688,0.002454194,0.002149855,0.002217735,0.005164952],"category_scores_gemma":[0.02499842,0.0009273554,0.008478345,0.008214109,0.0007905094,0.001808751,0.001580485,0.001116225,0.0002168567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004780424,"about_ca_system_score_gemma":0.0184084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198533,"about_ca_topic_score_gemma":0.03109385,"domain_scores_codex":[0.9947187,0.001778879,0.001904721,0.0003844466,0.0009683812,0.0002448972],"domain_scores_gemma":[0.9866477,0.009169637,0.002343341,0.0002074293,0.001393359,0.0002384825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001931576,0.00003118093,0.0003852039,0.9686058,0.005069367,0.00006115629,0.0001832079,0.00006018231,0.0001070969,0.0001063551,0.000652966,0.02454429],"study_design_scores_gemma":[0.0007066278,0.0005048088,0.00418033,0.8846258,0.09538606,0.0002429499,0.0005246472,0.000133926,0.0003040418,0.0002165216,0.01312718,0.0000471338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002222602,0.9953678,0.0001670009,0.0002452948,0.0001169106,0.001200588,0.000340561,0.00001708006,0.0003222101],"genre_scores_gemma":[0.02551281,0.9700745,0.001039559,0.0006764519,0.0000943155,0.002214646,0.000234062,0.000005686304,0.0001479003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01198533,"threshold_uncertainty_score":0.0408802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4182779172477125,"score_gpt":0.699827687791448,"score_spread":0.2815497705437355,"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."}}