{"id":"W4413566417","doi":"10.64628/aam.xur6ctywy","title":"For university students, COVID-19 stress creates perfect conditions for mental health crises","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stress (linguistics); Psychology; Virology; Medicine; Psychiatry; Linguistics; Philosophy; Internal medicine","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":[0.001914063,0.0003755071,0.0004942832,0.001076536,0.005658376,0.009503494,0.0005024023,0.001907586,0.04841562],"category_scores_gemma":[0.009165815,0.0003398766,0.0005174502,0.0009957136,0.003393079,0.002633096,0.008341704,0.003947128,0.006808844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034574,"about_ca_system_score_gemma":0.005414139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426171,"about_ca_topic_score_gemma":0.008052636,"domain_scores_codex":[0.9981397,0.000476148,0.00006872456,0.0001663992,0.0003322759,0.0008165942],"domain_scores_gemma":[0.9880966,0.0007342058,0.001153449,0.0005745375,0.001017785,0.00842349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008881251,0.001419298,0.246794,0.0003793379,0.0001387703,0.001276942,0.01983289,0.0007271764,0.003115884,0.2908188,0.294961,0.1396478],"study_design_scores_gemma":[0.0001650032,0.0004871792,0.3382448,0.0006092302,0.00005015558,0.0009496455,0.07013205,0.0007603625,0.001569684,0.2227762,0.3640735,0.0001822066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5301712,0.002051254,0.003402511,0.1486451,0.00465648,0.0001569975,0.002475547,0.0003165613,0.3081245],"genre_scores_gemma":[0.9718318,0.0008766585,0.001020606,0.004833053,0.0008954149,0.00008377169,0.0006052204,0.00008748808,0.019766],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04841562,"threshold_uncertainty_score":0.1619664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790410425609525,"score_gpt":0.5096323931206841,"score_spread":0.3305913505597316,"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."}}