{"id":"W4378211240","doi":"10.1371/journal.pone.0285903","title":"Depression and associated factors in medical students in Acapulco during the COVID-19 pandemic: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Cross-sectional study; Context (archaeology); Odds ratio; Demography; Pandemic; Turkish; Medicine; Psychology; Mental health; Mood; Family medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Gerontology; Geography; Disease; Internal medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004186877,0.0002425351,0.0003244464,0.0009194463,0.000625412,0.0005754991,0.0002472897,0.0005137564,0.001122328],"category_scores_gemma":[0.0009063472,0.0003156737,0.0002481161,0.001027867,0.0002028494,0.0002892654,0.0004645519,0.0004715658,0.0001721032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629889,"about_ca_system_score_gemma":0.0003207888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122044,"about_ca_topic_score_gemma":0.01904652,"domain_scores_codex":[0.9997625,0.0000468825,0.00003237968,0.00004052037,0.00006092232,0.00005676013],"domain_scores_gemma":[0.9995315,0.00006477172,0.0002081171,0.00002173126,0.00006210351,0.0001117843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002383349,0.00009897078,0.998823,0.00001929447,0.00001450817,0.00006151714,0.0002604098,0.000005482665,0.00007672444,0.000004035052,0.00006462108,0.0005476726],"study_design_scores_gemma":[0.000003440618,0.0001078699,0.9987174,0.00001393073,0.00001009027,0.000124012,0.0008516098,0.00002475535,0.00001422181,0.000002466604,0.0001287378,0.000001530522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991006,0.0001694521,0.00001612005,0.00003262687,0.000004503059,0.00004302547,0.00028436,0.00000104706,0.0003482103],"genre_scores_gemma":[0.9989828,0.0003156613,0.00006147198,0.00006610105,0.00001188154,0.00006260112,0.0003434257,6.080211e-7,0.000155377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122044,"threshold_uncertainty_score":0.02426672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075564108737559,"score_gpt":0.480489855150259,"score_spread":0.2729334442765031,"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."}}