{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110735,0.00008416855,0.0001581516,0.00004260994,0.0003854067,0.000006879432,0.00007659155,0.00007025127,0.0004847612],"category_scores_gemma":[0.0001071046,0.00007376105,0.00005280746,0.00006507342,0.00004624155,0.0001122032,0.00002218363,0.0001125905,0.0003638006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685836,"about_ca_system_score_gemma":0.00007918382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006610564,"about_ca_topic_score_gemma":0.00000228697,"domain_scores_codex":[0.9988162,0.0001640521,0.000204187,0.0001211948,0.0001626428,0.0005317456],"domain_scores_gemma":[0.9993721,0.0001359381,0.00007176843,0.000235094,0.00006378278,0.0001212781],"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":[0.001151011,0.0001118109,0.000451751,0.0001400091,0.0000278758,3.855517e-7,0.02258491,6.342629e-7,0.0002257224,0.0204217,0.9156937,0.0391905],"study_design_scores_gemma":[0.0008149793,0.00008779373,0.00171382,0.0002859492,0.00004089528,3.085734e-7,0.003777551,0.000026228,0.00006146111,0.002410601,0.9906776,0.0001028077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1470403,0.0003738314,0.05224297,0.01145749,0.003436971,0.00291931,0.0003255464,0.000419015,0.7817845],"genre_scores_gemma":[0.88477,0.00001008182,0.004670964,0.002737784,0.001565366,0.0003893924,0.00007543508,0.00007055077,0.1057104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7377297,"threshold_uncertainty_score":0.5307795,"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."}}