{"id":"W3091539266","doi":"10.4103/psychiatry.indianjpsychiatry_1048_20","title":"Mental health in the age of COVID-19, a Mexican experience","year":2020,"lang":"en","type":"review","venue":"Indian Journal of Psychiatry","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Psychiatry; Depression (economics); Telepsychiatry; Public health; Mental health; Pandemic; Coronavirus disease 2019 (COVID-19); Telemedicine; Psychology; Disease; Political science; Health care; Nursing; Law","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":[0.0005438899,0.0002277962,0.0002574633,0.0003372088,0.002886766,0.001332823,0.0002818978,0.0009363988,0.002877456],"category_scores_gemma":[0.001088209,0.0001163301,0.0002093842,0.0004837725,0.001283115,0.001874168,0.002026527,0.002278017,0.000294473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169183,"about_ca_system_score_gemma":0.001075428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009918552,"about_ca_topic_score_gemma":0.01949467,"domain_scores_codex":[0.9997792,0.000075398,0.0000113785,0.00001509304,0.00002865415,0.00009038419],"domain_scores_gemma":[0.9995499,0.0000398785,0.0001104097,0.00001388571,0.00004511734,0.0002407169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000495562,0.0009877098,0.3615275,0.001151114,0.0001195478,0.06039261,0.2114377,0.0001569484,0.003282318,0.01644592,0.1476709,0.1963323],"study_design_scores_gemma":[0.0000350418,0.0004063441,0.2427679,0.001738269,0.00006884637,0.03011549,0.4674182,0.0002014041,0.0002717253,0.004247408,0.2526466,0.00008282225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7683069,0.03131085,0.0003659361,0.1606884,0.002147594,0.00005062269,0.0004117427,0.00004150997,0.03667646],"genre_scores_gemma":[0.94639,0.02298613,0.0002767357,0.02277646,0.000809235,0.00004204725,0.0001403478,0.00001508655,0.006563918],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009918552,"threshold_uncertainty_score":0.01972163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633424308081874,"score_gpt":0.4053399208279589,"score_spread":0.3690056777471402,"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."}}