{"id":"W3208044485","doi":"10.12927/cjnl.2021.26599","title":"We Need Not Wait to See What Others Do","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Collation; Mental health; Nursing; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Public relations; Sociology; Political science; Medicine; Psychiatry; Computer 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":[0.008828663,0.00167707,0.001556646,0.001667711,0.02437389,0.02164412,0.00262165,0.007211679,0.0410964],"category_scores_gemma":[0.03179131,0.001292419,0.00130983,0.001010055,0.03693806,0.03089345,0.01729529,0.02875611,0.04117822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008225137,"about_ca_system_score_gemma":0.01573117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03344895,"about_ca_topic_score_gemma":0.04833912,"domain_scores_codex":[0.9832001,0.006440236,0.0004960828,0.002184427,0.00554299,0.00213622],"domain_scores_gemma":[0.9777467,0.004024149,0.001989345,0.002336603,0.006939092,0.006964142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004176612,0.0001279518,0.001887577,0.0005457054,0.0001070109,0.0004585285,0.07863913,0.0001114615,0.001087163,0.08873636,0.7520406,0.07621675],"study_design_scores_gemma":[0.00001159278,0.00003414829,0.0004544135,0.0003991725,0.00002154059,0.0003087868,0.03023384,0.00005743845,0.0002864966,0.02323581,0.9448901,0.00006659071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005358037,0.01555219,0.0147212,0.6964493,0.0361151,0.0002179283,0.000213547,0.001140661,0.2302321],"genre_scores_gemma":[0.1519941,0.01728556,0.01684074,0.3713143,0.009026905,0.0005651718,0.0004302336,0.002292658,0.4302503],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0410964,"threshold_uncertainty_score":0.1374811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3710127124398671,"score_gpt":0.4282395913329848,"score_spread":0.05722687889311773,"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."}}