{"id":"W4295272926","doi":"10.3389/fpsyg.2022.993991","title":"What can we learn from the COVID-19 pandemic? Resilience for the future and neuropsychopedagogical insights","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); Psychology; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychological resilience; Positive psychology; Front (military); Cognitive psychology; Psychoanalysis; Social psychology; Virology; 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":[0.005315751,0.0004884739,0.0007504073,0.001378255,0.003787325,0.006258415,0.001075594,0.004896236,0.02214928],"category_scores_gemma":[0.01202787,0.0001587497,0.0006322463,0.00070599,0.0106031,0.01159451,0.005713706,0.0110969,0.003060536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003971836,"about_ca_system_score_gemma":0.009226088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008566228,"about_ca_topic_score_gemma":0.01953585,"domain_scores_codex":[0.9985622,0.0006293303,0.00003823948,0.0001193293,0.0001559917,0.0004950722],"domain_scores_gemma":[0.9943632,0.002191054,0.000315036,0.0002019403,0.0006562151,0.002272483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002367239,0.0001815507,0.008977697,0.001453319,0.0001100342,0.001309363,0.01567904,0.0003645063,0.0003943099,0.2286351,0.4800651,0.2625932],"study_design_scores_gemma":[0.00003751368,0.0001285907,0.01361934,0.00735486,0.00005567863,0.001106291,0.06619634,0.0002636294,0.0002790375,0.451074,0.4597812,0.000103521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003449187,0.04747868,0.0005815603,0.9276047,0.005520907,0.00001050147,0.0001944974,0.00003458162,0.01512527],"genre_scores_gemma":[0.3320344,0.2902414,0.002362564,0.3409492,0.0185201,0.0001583925,0.0005068336,0.0001326808,0.01509453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02214928,"threshold_uncertainty_score":0.07409668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06313288803368944,"score_gpt":0.4124862375577011,"score_spread":0.3493533495240116,"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."}}