{"id":"W3159991486","doi":"10.7759/cureus.15097","title":"Hope During COVID-19 Lockdown","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Coronavirus Infections; Pandemic; Virology; Outbreak; Pathology; Infectious disease (medical specialty)","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":[0.001018234,0.000120375,0.0001628281,0.000641373,0.001039499,0.001112827,0.0002222968,0.0002952897,0.004788007],"category_scores_gemma":[0.005369542,0.0001128709,0.000256531,0.0003935068,0.0004746484,0.0008167758,0.001724822,0.001051231,0.0003149783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008371175,"about_ca_system_score_gemma":0.0004992497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441206,"about_ca_topic_score_gemma":0.02716864,"domain_scores_codex":[0.9995004,0.0001216274,0.00003992211,0.00005017995,0.000100003,0.0001879348],"domain_scores_gemma":[0.9963325,0.0005475429,0.001659056,0.0001267848,0.0003686242,0.000965525],"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":[0.0002166578,0.00007867145,0.9647251,0.00006407098,0.00004353414,0.0001600879,0.003609047,0.00005135072,0.0002746786,0.000288639,0.004906478,0.02558175],"study_design_scores_gemma":[0.000005115838,0.00008114697,0.9916098,0.00004485547,0.000007884383,0.0001101886,0.005046612,0.00005507235,0.00009643079,0.00008610144,0.002847507,0.000009294239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.991845,0.0004184593,0.0001307675,0.001075364,0.00008054264,0.00004697917,0.001379805,0.00001754654,0.00500552],"genre_scores_gemma":[0.9980666,0.0001781932,0.00007099137,0.0002958239,0.00003095657,0.00002702901,0.0004608486,0.000002946819,0.0008665928],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01441206,"threshold_uncertainty_score":0.0286563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253229809144021,"score_gpt":0.3305360703955725,"score_spread":0.3052130894811704,"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."}}