{"id":"W3167739048","doi":"10.47260/ijhri/911","title":"Innovation in Healthcare Organizations: Concepts and Challenges to Consider","year":2021,"lang":"en","type":"article","venue":"International journal of health research and innovation","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Health care; Knowledge management; Creativity; Business; Process (computing); Value (mathematics); Process management; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007285094,0.00008905762,0.0002850656,0.001725276,0.0003061696,0.00002599425,0.0001270851,0.0001515966,0.00006523966],"category_scores_gemma":[0.008747046,0.00008199955,0.000008289858,0.003205791,0.00008434704,0.0002578388,0.0001451901,0.001062067,0.00001130603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477116,"about_ca_system_score_gemma":0.003412337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004115786,"about_ca_topic_score_gemma":0.0003563335,"domain_scores_codex":[0.9956475,0.001041885,0.001704573,0.0002162929,0.0009469703,0.0004427419],"domain_scores_gemma":[0.9841229,0.0005633058,0.000481279,0.0001022676,0.01453107,0.0001991836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001854379,0.0001990307,0.03977494,0.0007038796,0.00004169903,0.0001279595,0.006748556,0.000001924138,0.0004736505,0.5670637,0.03331625,0.351363],"study_design_scores_gemma":[0.003905673,0.001388316,0.2925933,0.003466539,0.000002463986,0.0002925173,0.02145001,0.00003456072,0.0001946953,0.08931387,0.5871443,0.0002137714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3876196,0.01049349,0.0004843208,0.5989594,0.001132173,0.0004452896,0.00001516369,0.00001024625,0.0008402906],"genre_scores_gemma":[0.9504693,0.02400407,0.001522692,0.02282457,0.0007100922,0.00002296213,0.00004844421,0.0000152654,0.0003825638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5761348,"threshold_uncertainty_score":0.9996027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3944976645848503,"score_gpt":0.6018496015859771,"score_spread":0.2073519370011268,"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."}}