{"id":"W4318713110","doi":"10.12927/cjnl.2022.27004","title":"Hindsight Is 2020: A Graduate Student Perspective","year":2022,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vision; Nursing; Hindsight bias; Workforce; Nurse education; Perspective (graphical); Pandemic; Health care; Nursing research; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007511985,0.0004503763,0.000415087,0.001464293,0.02682788,0.01986208,0.002223919,0.007437987,0.01346012],"category_scores_gemma":[0.0108881,0.000220143,0.0004008608,0.001817753,0.02180935,0.006410363,0.008390266,0.01788979,0.001790534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03695834,"about_ca_system_score_gemma":0.09686512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6758094,"about_ca_topic_score_gemma":0.8166972,"domain_scores_codex":[0.9907924,0.002181461,0.0001493692,0.0005330195,0.002432537,0.003911214],"domain_scores_gemma":[0.9784895,0.001334527,0.0006164464,0.0002985139,0.004500879,0.01476017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004065463,0.0001565623,0.01314279,0.0001413721,0.00001961513,0.0007096707,0.09873536,0.0003268787,0.0002890417,0.3252622,0.5018847,0.05929122],"study_design_scores_gemma":[0.00001053231,0.00005938063,0.006132219,0.0002691121,0.000007440166,0.0002023425,0.1446177,0.0001455317,0.00009322171,0.01798499,0.8304242,0.00005328488],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03140191,0.00576634,0.0009962367,0.6888189,0.004870576,0.00004239774,0.0001938584,0.00006094291,0.2678488],"genre_scores_gemma":[0.6810318,0.008978382,0.0008330112,0.185107,0.002211095,0.00003294495,0.0002304551,0.000109184,0.1214661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6758094,"threshold_uncertainty_score":0.6521995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.496773222003863,"score_gpt":0.4824280298991806,"score_spread":0.01434519210468238,"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."}}