{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007849121,0.0006594267,0.0008143154,0.001333138,0.009387973,0.01029208,0.0009292822,0.009428809,0.02538437],"category_scores_gemma":[0.05515023,0.0004584442,0.0005756582,0.001133815,0.009475356,0.01497027,0.005269671,0.01612567,0.01141567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321902,"about_ca_system_score_gemma":0.01043102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137198,"about_ca_topic_score_gemma":0.00978693,"domain_scores_codex":[0.9886844,0.005671834,0.0007130549,0.000433916,0.003546542,0.0009503319],"domain_scores_gemma":[0.9601573,0.01602793,0.00225148,0.001229696,0.009161014,0.01117253],"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":[0.00003074133,0.00005914527,0.0006205202,0.0002711246,0.00001201469,0.0002215158,0.006653294,0.00001997374,0.0001651799,0.007390477,0.9193349,0.06522107],"study_design_scores_gemma":[0.00001354065,0.00007468803,0.0009926427,0.001260134,0.000009089081,0.0004750927,0.01956788,0.00002242032,0.0000827394,0.0100897,0.9673789,0.00003312561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001362965,0.02715429,0.0005421642,0.8328683,0.1098322,0.00002113929,0.000024993,0.00009047685,0.02810342],"genre_scores_gemma":[0.04037707,0.05565757,0.00216881,0.7513784,0.0696348,0.0001355345,0.00009633627,0.0002813524,0.08027011],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02538437,"threshold_uncertainty_score":0.08491915,"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."}}