{"id":"W2892488291","doi":"10.1097/sga.0000000000000422","title":"GETTING THE WORD OUT ABOUT NURSES AND NURSING","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Gastroenterology; Internal medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005543553,0.0002391232,0.0003428015,0.0001458697,0.002043199,0.00003191061,0.0002348605,0.0001973374,0.0001425574],"category_scores_gemma":[0.0001122521,0.0001815074,0.00007590961,0.0001286792,0.001266353,0.0001243979,0.00004960391,0.0006736232,0.0001244134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197206,"about_ca_system_score_gemma":0.00006404956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003716081,"about_ca_topic_score_gemma":0.0001188399,"domain_scores_codex":[0.9971748,0.0006252255,0.0004720532,0.0004270455,0.0001765883,0.00112426],"domain_scores_gemma":[0.9987696,0.0002710314,0.0002560416,0.000395089,0.000156907,0.0001513711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001665635,0.0002646532,0.1845369,0.00007932117,0.0001165716,0.00001545762,0.2220082,0.000001883975,0.003130769,0.0009483202,0.1829066,0.4043257],"study_design_scores_gemma":[0.003446128,0.001391208,0.8800696,0.003795751,0.0004104185,0.0002339688,0.08267229,0.0003478998,0.0002062045,0.006275893,0.02070307,0.0004475779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597657,0.0005810149,0.002207714,0.01824068,0.009393279,0.0004771395,0.000006146084,0.000177148,0.0091512],"genre_scores_gemma":[0.9939547,0.00002715778,0.00097585,0.001572435,0.002457027,0.00002791187,0.000008669076,0.00004131972,0.0009349588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6955327,"threshold_uncertainty_score":0.999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088448408616964,"score_gpt":0.3885559922652947,"score_spread":0.3576715081791251,"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."}}