{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04710535,0.0007033653,0.0007660639,0.004239624,0.005291238,0.03074844,0.001946248,0.009298083,0.01341579],"category_scores_gemma":[0.08399101,0.0003084269,0.0008722305,0.004439987,0.0153254,0.01421056,0.01167541,0.006279062,0.001476322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01901671,"about_ca_system_score_gemma":0.04225221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00733128,"about_ca_topic_score_gemma":0.01061941,"domain_scores_codex":[0.9651101,0.02249387,0.00114639,0.001282287,0.006197526,0.003769857],"domain_scores_gemma":[0.8114458,0.1313903,0.00876574,0.004550847,0.02060852,0.02323878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000254861,0.0005734608,0.01846695,0.001789796,0.0001268149,0.0003654099,0.005747852,0.001791058,0.0004277085,0.4625744,0.1225678,0.3853139],"study_design_scores_gemma":[0.000115748,0.0006769875,0.0189344,0.006627907,0.0001025058,0.0003621597,0.0544304,0.002089666,0.00082423,0.5162404,0.3994209,0.0001747356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02148734,0.06225527,0.003557502,0.8342968,0.003996941,0.00008181465,0.000191639,0.0001675924,0.07396511],"genre_scores_gemma":[0.8373014,0.08815233,0.00559134,0.0550765,0.005488884,0.0001921157,0.0001812193,0.0001046189,0.007911569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04710535,"threshold_uncertainty_score":0.2491199,"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."}}