{"id":"W2929438235","doi":"10.3390/healthcare7020056","title":"Blockchain Technology in Healthcare: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Healthcare","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1091,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Blockchain; Pace; Systematic review; Health care; Protocol (science); Data science; Computer science; Implementation; Process (computing); Healthcare industry; Informatics; Health informatics; Knowledge management; MEDLINE; Medicine; Computer security; Engineering; Alternative medicine; Software engineering; Political science; Pathology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001508562,0.0006844341,0.005400073,0.001419074,0.000148639,0.00003845524,0.00374572,0.001635399,0.000003317465],"category_scores_gemma":[0.0002353387,0.0005771088,0.000440643,0.005083149,0.00009286528,0.00005066925,0.0008123206,0.002180555,0.000523439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830075,"about_ca_system_score_gemma":0.001208996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911008,"about_ca_topic_score_gemma":0.0001671338,"domain_scores_codex":[0.9942123,0.0008159076,0.002223859,0.001438261,0.0003835103,0.0009261791],"domain_scores_gemma":[0.9937722,0.0002670278,0.001159862,0.004421724,0.0002030253,0.0001761357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[8.963465e-8,0.00002745917,0.000002075883,0.6623683,0.00001662689,0.00002043217,0.00001342269,1.96388e-8,2.104247e-9,0.1926294,0.0001399958,0.1447822],"study_design_scores_gemma":[0.00008368297,0.00007478431,2.130313e-7,0.7423458,0.0001609974,0.0004017753,0.000007429427,0.00009914794,7.673572e-8,0.008924175,0.2474003,0.0005015883],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.748896e-8,0.9455024,0.0007395014,0.04407015,0.0002433839,0.008674763,0.00002875877,0.0007116576,0.00002929202],"genre_scores_gemma":[0.00002687874,0.9905586,0.001569968,0.002696665,0.00002711475,0.004944911,0.00002662424,0.00005460774,0.00009462465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2472603,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329637298115147,"score_gpt":0.3503756608875093,"score_spread":0.3070792879063578,"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."}}