{"id":"W2793122614","doi":"10.1097/sga.0000000000000284","title":"MAXIMIZE YOUR NURSING INFLUENCE","year":2017,"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; Gastroenterology; Nursing; Endoscopy; 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":[0.0004090623,0.0002441444,0.000431459,0.0001575124,0.003227494,0.00005602333,0.000608234,0.00026091,0.0001770373],"category_scores_gemma":[0.0002378326,0.0002427387,0.0001217753,0.00004780912,0.0006284224,0.0003452994,0.00007792295,0.0007598259,0.0002735822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538467,"about_ca_system_score_gemma":0.000099984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357453,"about_ca_topic_score_gemma":0.00003886033,"domain_scores_codex":[0.9973302,0.0003255273,0.0004859895,0.0004552861,0.0002028876,0.001200071],"domain_scores_gemma":[0.9980031,0.00007773525,0.0005314439,0.001007359,0.0001634262,0.0002169358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002213497,0.0004241708,0.8303635,0.00009367886,0.00008774256,0.00008498545,0.02522792,0.00004353676,0.003952842,0.0009390084,0.0593802,0.07718898],"study_design_scores_gemma":[0.002249768,0.0002917165,0.9866565,0.00130694,0.00009993104,0.0000663078,0.004510547,0.00007101933,0.00005287333,0.003191227,0.001331691,0.0001715102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641728,0.0001110184,0.002183085,0.01319701,0.005436537,0.0003656301,0.00001090823,0.0001738445,0.01434912],"genre_scores_gemma":[0.9960226,0.00002067758,0.001762468,0.000563822,0.0007384779,0.00003012374,0.00001222168,0.000039871,0.0008097398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156293,"threshold_uncertainty_score":0.9980702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05583110325074078,"score_gpt":0.4246360386361002,"score_spread":0.3688049353853594,"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."}}