{"id":"W2320783143","doi":"10.7748/en.22.7.13.s16","title":"The bigger picture","year":2014,"lang":"en","type":"article","venue":"Emergency Nurse","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainland; Medicine; Family medicine; Political science; Mainland China; Emergency nursing; Medical emergency; Library science; Nursing; Emergency department; Geography; Law; China","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006380332,0.000768238,0.001043025,0.001828293,0.004818674,0.01223252,0.001515806,0.008819071,0.1331033],"category_scores_gemma":[0.01894283,0.0003677427,0.0009619013,0.00224012,0.005363446,0.022159,0.006143657,0.0185772,0.01748587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003926384,"about_ca_system_score_gemma":0.0088554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485708,"about_ca_topic_score_gemma":0.02816056,"domain_scores_codex":[0.995286,0.001274781,0.0001989984,0.0007571587,0.001425651,0.001057343],"domain_scores_gemma":[0.9868997,0.003244375,0.0005490076,0.0007406364,0.003272092,0.005294127],"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":[0.00005930092,0.00002887093,0.0008108843,0.0003238899,0.00002134167,0.000116086,0.0009704754,0.00002428488,0.0001191925,0.0365397,0.9123703,0.04861569],"study_design_scores_gemma":[0.00001366763,0.00002125723,0.001614577,0.0006851994,0.00001467294,0.0001791607,0.005146625,0.00002143813,0.00003784927,0.01794334,0.9743019,0.00002030773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009844911,0.02317949,0.000420199,0.9214435,0.02372941,0.000007706244,0.0003334756,0.00006941675,0.02983223],"genre_scores_gemma":[0.04376025,0.0667405,0.001065312,0.7658488,0.03695106,0.00006920423,0.0008827108,0.0003274232,0.08435478],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1331033,"threshold_uncertainty_score":0.4452749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690810827013185,"score_gpt":0.4244986650619824,"score_spread":0.3975905567918506,"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."}}