{"id":"W2905872960","doi":"10.15171/ijhpm.2018.110","title":"What Health System Challenges Should Responsible Innovation in Health Address? Insights From an International Scoping Review","year":2018,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Scope (computer science); Business; Procurement; Service delivery framework; Reimbursement; Corporate governance; Health care; Service (business); Marketing; Economic growth; Economics; Computer science; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001386018,0.0001286925,0.0003082946,0.0009404335,0.00005447936,0.00007307308,0.0002815072,0.00004234727,0.0000157731],"category_scores_gemma":[0.00005509735,0.0001197506,0.00002555279,0.0002988137,0.00002856818,0.0006811696,0.00005142583,0.000174685,0.000004280385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007919906,"about_ca_system_score_gemma":0.0003104167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303579,"about_ca_topic_score_gemma":0.0002678249,"domain_scores_codex":[0.9978184,0.0001298751,0.001219337,0.0001571826,0.0004586415,0.0002166259],"domain_scores_gemma":[0.9990942,0.00004513306,0.000414322,0.0001262645,0.0001732833,0.0001467836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009562563,0.0002400222,0.00004802749,0.02775514,0.000351661,0.00002817176,0.006268944,0.0007300363,0.0000202691,0.1561381,0.00773893,0.8005851],"study_design_scores_gemma":[0.004092744,0.001460731,0.03433587,0.5728814,0.00002243011,0.0002471039,0.005355259,0.01121849,0.00008855754,0.007582012,0.3618867,0.00082873],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01798321,0.3151016,0.01080409,0.6334214,0.01917318,0.001523993,0.00003444144,0.0002315317,0.001726566],"genre_scores_gemma":[0.4175935,0.5652559,0.001889308,0.01328509,0.001856537,0.00002400296,0.0000501095,0.0000237625,0.00002179611],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7997563,"threshold_uncertainty_score":0.488329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09330898307108038,"score_gpt":0.4251675573004927,"score_spread":0.3318585742294123,"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."}}