{"id":"W2441220514","doi":"10.7748/ns2012.03.26.28.64.p7832","title":"Time for a reality check","year":2012,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reality check; Psychology; Medical education; Computer science; Medicine; Test (biology)","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":[0.01233555,0.001568529,0.001391648,0.001352775,0.01436472,0.00942913,0.002854375,0.01389255,0.08528722],"category_scores_gemma":[0.09009279,0.001079822,0.002253877,0.0003740058,0.005137047,0.01185481,0.01221912,0.03191843,0.03720409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879386,"about_ca_system_score_gemma":0.007117933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424325,"about_ca_topic_score_gemma":0.009563356,"domain_scores_codex":[0.9815426,0.006639068,0.000850727,0.001619032,0.006561858,0.002786572],"domain_scores_gemma":[0.9193584,0.01059489,0.002964257,0.00710777,0.02631634,0.03365849],"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":[0.00008879734,0.0001247221,0.0008603677,0.00006274931,0.00002849277,0.0008991854,0.001061876,0.00003579073,0.0002895661,0.002090944,0.9714636,0.02299395],"study_design_scores_gemma":[0.00007259186,0.0002608142,0.00213047,0.0004111648,0.00002272666,0.001730528,0.01105288,0.00008644033,0.0002735766,0.004839134,0.978994,0.0001256062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005179521,0.004343204,0.00399621,0.7529952,0.1715125,0.0001658541,0.0002963695,0.001740323,0.05977087],"genre_scores_gemma":[0.07104094,0.002974409,0.009670101,0.7158262,0.02867359,0.0004652138,0.0005481025,0.001332775,0.1694687],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08528722,"threshold_uncertainty_score":0.2853141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047219776190705,"score_gpt":0.4892396258527434,"score_spread":0.384517648233673,"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."}}