{"id":"W4220816162","doi":"10.1002/hsr2.549","title":"Depression, anxiety, stress, and suicidal behavior among Bangladeshi undergraduate rehabilitation students: An observational study amidst the COVID‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Suicidal ideation; Anxiety; Mental health; Clinical psychology; Psychiatry; Rehabilitation; Psychology; Depression (economics); Suicide prevention; Medicine; Poison control; Environmental health; Physical therapy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008254615,0.0001797969,0.000234478,0.0001827488,0.003327045,0.000109786,0.0004544197,0.00003891187,0.0001753495],"category_scores_gemma":[0.0002214103,0.0001443561,0.00003759739,0.0009238485,0.0006660009,0.0004107038,0.0004367173,0.0004060645,0.000001858452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841653,"about_ca_system_score_gemma":0.002920266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501657,"about_ca_topic_score_gemma":0.009254665,"domain_scores_codex":[0.9951316,0.0005836668,0.0008441319,0.001070981,0.001719724,0.0006499476],"domain_scores_gemma":[0.9974692,0.0002693701,0.0006220831,0.0008291924,0.0001057723,0.0007044086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003980751,0.001238309,0.9864778,0.00004064597,0.000004373203,0.00005813887,0.009095124,0.00007498746,0.0000139104,0.000200395,0.0005283291,0.002228176],"study_design_scores_gemma":[0.0004921463,0.0009140409,0.9755836,0.000007564978,0.00001420759,0.00038051,0.02032549,0.00003344042,6.281109e-7,0.0004828148,0.001627891,0.0001377098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924969,0.0002835476,0.00002630039,0.003184013,0.001082348,0.002714315,0.00002815478,0.0001275907,0.00005683896],"genre_scores_gemma":[0.9948887,0.00002649894,0.00006016687,0.003505448,0.00006137134,0.001154449,0.00005379417,0.00001715958,0.0002324142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157619,"threshold_uncertainty_score":0.9979705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1981488669303001,"score_gpt":0.5047690265566445,"score_spread":0.3066201596263443,"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."}}