{"id":"W4220686586","doi":"10.1017/s2040174422000071","title":"Impact of COVID-19 pandemic on research and careers of early career researchers: a DOHaD perspective","year":2022,"lang":"en","type":"article","venue":"Journal of Developmental Origins of Health and Disease","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hospital for Sick Children","funders":"","keywords":"Pandemic; Career development; Work (physics); Perspective (graphical); Health care; Formative assessment; Latin Americans; Career Pathways","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01868704,0.0003711421,0.000386694,0.00211749,0.01516024,0.01206691,0.001329049,0.00366126,0.005710763],"category_scores_gemma":[0.01833024,0.0003714286,0.0004506774,0.002070104,0.01226209,0.00805256,0.0139374,0.0086301,0.0006709843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009225405,"about_ca_system_score_gemma":0.01806832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629616,"about_ca_topic_score_gemma":0.03260383,"domain_scores_codex":[0.9857027,0.007911525,0.0005538211,0.0007430323,0.001431144,0.003657839],"domain_scores_gemma":[0.9645471,0.01682201,0.003562572,0.001270327,0.003683812,0.01011427],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002092102,0.000240406,0.03393385,0.002076617,0.00006303451,0.003489431,0.5072686,0.0002449895,0.001413133,0.2028589,0.08960593,0.1585959],"study_design_scores_gemma":[0.000013448,0.0001804133,0.01595626,0.002771251,0.0000232791,0.001447989,0.4126817,0.0000861268,0.0004107011,0.02106518,0.5452924,0.00007121197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1280223,0.04791705,0.002228629,0.7294512,0.007081945,0.00008891979,0.0003059806,0.00004290488,0.08486118],"genre_scores_gemma":[0.8347709,0.06257403,0.002144652,0.0843255,0.003610942,0.0001408504,0.0001793596,0.00006231203,0.01219159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813129,"threshold_uncertainty_score":0.09882772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.381874193644599,"score_gpt":0.5485316386001308,"score_spread":0.1666574449555318,"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."}}