{"id":"W4406987708","doi":"10.54932/ghcp2060","title":"The negative effects that restrictive measures have on mental health during health crises","year":2025,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Environmental health; Medicine; Psychiatry","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":[0.002159761,0.0001894183,0.00020361,0.001126517,0.003508067,0.002167647,0.0007513615,0.001004028,0.01072876],"category_scores_gemma":[0.006134843,0.0001349655,0.0003016036,0.001199626,0.001445708,0.001165277,0.003233346,0.001398452,0.001331371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005294793,"about_ca_system_score_gemma":0.009232947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3909902,"about_ca_topic_score_gemma":0.7106445,"domain_scores_codex":[0.9975916,0.0006847625,0.00008215343,0.0000526822,0.000678474,0.0009103435],"domain_scores_gemma":[0.9935748,0.001157816,0.001160219,0.0002851548,0.002140101,0.001681822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012879,0.0005732631,0.5395074,0.001087263,0.0001164328,0.002063709,0.02819948,0.0006518073,0.002515682,0.01155792,0.1162646,0.2971611],"study_design_scores_gemma":[0.000007579231,0.00008984526,0.8784223,0.0006141713,0.00001620665,0.0003746985,0.04248664,0.0000545148,0.0003359849,0.001012723,0.07656005,0.00002518056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5721198,0.01007182,0.0005945946,0.07602715,0.0009450969,0.0002114637,0.006214377,0.00006200245,0.3337538],"genre_scores_gemma":[0.9348826,0.01138161,0.0008309178,0.01257711,0.0004822711,0.0001486903,0.002094912,0.0000328251,0.03756908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909902,"threshold_uncertainty_score":0.7774288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398520048769404,"score_gpt":0.4772767388181726,"score_spread":0.3374247339412322,"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."}}