{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001509063,0.0004173631,0.002593823,0.000642763,0.00009520186,0.00003345377,0.001004006,0.000222279,0.0001018711],"category_scores_gemma":[0.0007001344,0.0002597441,0.0009894496,0.0008042859,0.0002289603,0.0001035819,0.00006075373,0.001479273,0.00001178959],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381813,"about_ca_system_score_gemma":0.01163698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000753536,"about_ca_topic_score_gemma":0.0001062926,"domain_scores_codex":[0.9958192,0.0008392807,0.001860164,0.0002990171,0.0007931549,0.0003892296],"domain_scores_gemma":[0.9959303,0.0004443156,0.002240774,0.0005179007,0.00003883941,0.0008279103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008026268,0.0016801,0.009378803,0.1926308,0.001400852,0.01473973,0.06950092,0.000002058088,0.000003158346,0.001207373,0.1099957,0.5986579],"study_design_scores_gemma":[0.001561243,0.001490893,0.0001977444,0.02403506,0.0002730216,0.007343718,0.001728894,2.000024e-7,2.017527e-7,0.0002480589,0.9629171,0.0002038104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002560545,0.9350428,0.00004002804,0.06174728,0.00135676,0.001343278,0.00006793439,0.000009962868,0.0001359363],"genre_scores_gemma":[0.0007167087,0.9778285,0.001697166,0.01844696,0.001181847,0.00002139634,0.00003962439,0.0000547578,0.00001300952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8529215,"threshold_uncertainty_score":0.9999855,"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."}}