{"id":"W2396088500","doi":"10.7748/en.16.7.9.s13","title":"Comment","year":2008,"lang":"en","type":"article","venue":"Emergency Nurse","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Emergency nursing; Medicine; Nursing; Psychology; Medical emergency; Emergency department","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004847713,0.00012117,0.000183667,0.00004495993,0.0001802356,5.096237e-7,0.00005845506,0.00003762657,0.003988605],"category_scores_gemma":[0.00004566874,0.0001003395,0.0001340226,0.0001764686,0.00005904046,0.0000398612,0.00001727586,0.0001064521,0.0003895183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054282,"about_ca_system_score_gemma":0.00002218413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002288731,"about_ca_topic_score_gemma":0.000004009215,"domain_scores_codex":[0.9991764,0.00001479356,0.0002261049,0.0001722604,0.0001930842,0.0002173369],"domain_scores_gemma":[0.9995177,0.000005792841,0.00003196239,0.0002434512,0.00009705579,0.0001040241],"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":[0.00002924491,0.0001858189,0.05739323,0.00002031763,0.00007764743,0.00008154732,0.001119748,3.434224e-7,0.0004972918,0.0009426998,0.9388201,0.0008320332],"study_design_scores_gemma":[0.0006054625,0.0002254085,0.07256856,0.00002519673,0.00008281975,0.00009139827,0.0005782457,0.00001527007,0.00140651,0.0001949475,0.9240167,0.0001895013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6391794,0.01007061,0.0001625157,0.04113789,0.005012094,0.0004794608,0.00001638434,0.0002828857,0.3036587],"genre_scores_gemma":[0.9729936,0.008402365,0.000486947,0.002206164,0.0005254584,0.00003862596,0.00002800414,0.00002534622,0.01529353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338141,"threshold_uncertainty_score":0.9969219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802060711713415,"score_gpt":0.309047057560708,"score_spread":0.2810264504435738,"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."}}