{"id":"W3002145796","doi":"10.1097/nna.0000000000000843","title":"Disruptive Innovation: Impact for Practice, Policy, and Academia","year":2020,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disruptive innovation; Workforce; Equity (law); China; Workforce development; Public relations; Political science; Health care; Nursing practice; Global Leadership; Health equity; Business; Nursing; Medicine; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0007851611,0.00007207743,0.0001701648,0.00007459969,0.00009887772,0.00002089753,0.00003425973,0.00009870935,0.000003471523],"category_scores_gemma":[0.003100255,0.00004487366,0.00005108062,0.0003425034,0.00005248203,0.0002278838,0.000002915106,0.0003657304,8.54834e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450831,"about_ca_system_score_gemma":0.0009940406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002509516,"about_ca_topic_score_gemma":1.652441e-7,"domain_scores_codex":[0.9991068,0.0000611158,0.0004144411,0.00005534514,0.0002195397,0.0001427439],"domain_scores_gemma":[0.9984334,0.0004293274,0.0004661126,0.0000472891,0.0004423844,0.0001814817],"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":[0.1078446,0.001675806,0.009637109,0.0007645974,0.0007307017,0.0001851606,0.03047006,0.0001222386,0.03596021,0.04703778,0.2820273,0.4835444],"study_design_scores_gemma":[0.01702787,0.06261905,0.4807614,0.003657277,0.003133145,0.04157809,0.02881205,0.008679221,0.0129782,0.02313574,0.316648,0.0009700079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927822,0.0005065582,0.004129933,0.4006153,0.0001901374,0.0003175934,0.00001405611,0.000009641272,0.001434621],"genre_scores_gemma":[0.9900026,0.00009074194,0.001214108,0.007379522,0.001270374,9.216126e-7,0.000007571957,0.00000683078,0.00002732681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825744,"threshold_uncertainty_score":0.3711518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659973410219833,"score_gpt":0.4779236885648534,"score_spread":0.3913239544626551,"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."}}