{"id":"W4390495669","doi":"10.1371/journal.pone.0296436","title":"Medicine for the soul: (Non)religious identity, coping, and mental health during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Carleton University","keywords":"Religiosity; Coping (psychology); Mental health; Psychology; Pandemic; Stressor; Distress; Social psychology; Religious identity; Public health; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Infectious disease (medical specialty); Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005771429,0.0001446224,0.0001763401,0.0003052307,0.00176202,0.0009305692,0.0005155486,0.0003444114,0.001557362],"category_scores_gemma":[0.00134559,0.0001025624,0.000208614,0.0004550408,0.000815155,0.0003558833,0.0007815917,0.0007443212,0.0000742115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004025643,"about_ca_system_score_gemma":0.005146387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7017977,"about_ca_topic_score_gemma":0.8904045,"domain_scores_codex":[0.9997551,0.00003978275,0.000007601125,0.00002167832,0.00005356827,0.0001223718],"domain_scores_gemma":[0.9995876,0.00003784888,0.0001317152,0.00001709023,0.00005154934,0.0001742141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241208,0.0003005302,0.9369617,0.00008943329,0.00006014767,0.0001723218,0.03179912,0.00008267142,0.000848231,0.0004675834,0.001277424,0.02781666],"study_design_scores_gemma":[0.000003395571,0.00003466011,0.9734825,0.00005391154,0.000008659871,0.00004948126,0.02538801,0.00007567518,0.00003661256,0.00006633333,0.0007934492,0.000007357174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997928,0.0003085447,0.00002443685,0.0005790805,0.000007535589,0.00001435829,0.00008148096,0.000001067507,0.001055523],"genre_scores_gemma":[0.9988711,0.000338238,0.00007269734,0.0001464177,0.000003884177,0.000006460605,0.00006520688,6.846662e-7,0.0004951936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7017977,"threshold_uncertainty_score":0.599917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238658102177546,"score_gpt":0.4230467069390126,"score_spread":0.299180896721258,"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."}}