{"id":"W2932303014","doi":"10.58729/1941-6679.1390","title":"Blockchain-Based Healthcare: Three Successful Proof-of-Concept Pilots Worth Considering","year":2019,"lang":"en","type":"article","venue":"Journal of international technology and information management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Blockchain; Transparency (behavior); Interoperability; Health care; Computer security; Computer science; Cryptocurrency; Population; Audit; Proof of concept; chEMBL; Data science; Business; Internet privacy; World Wide Web; Accounting; Medicine; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003552318,0.00009642685,0.0001767027,0.001236237,0.00005791204,0.00003573185,0.0008082535,0.0001196672,0.00001810557],"category_scores_gemma":[0.00002693578,0.00008630314,0.00004616428,0.0005059726,0.0001067487,0.0004347111,0.0002385769,0.0002513262,0.000005297429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004611803,"about_ca_system_score_gemma":0.00004296163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002992993,"about_ca_topic_score_gemma":0.000002790515,"domain_scores_codex":[0.9988769,0.00001096227,0.0006189662,0.0001033918,0.0002657383,0.0001239825],"domain_scores_gemma":[0.9985735,0.00003441164,0.0007109052,0.0002726972,0.0003775657,0.00003087703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001565565,0.00005443818,0.00925859,0.00005202998,0.00008514781,0.000003631439,0.00008885418,0.001598794,0.00001188672,0.8516339,0.0001171476,0.1370799],"study_design_scores_gemma":[0.00675411,0.0017702,0.02198502,0.0007089628,0.0000665018,0.0004737977,0.0012096,0.3999758,0.03569245,0.3711674,0.1593673,0.0008289485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3211278,0.0003143813,0.6447147,0.0311901,0.0004808278,0.0004173215,0.000003516356,0.00009884499,0.00165247],"genre_scores_gemma":[0.9691691,0.00002767991,0.03025082,0.0005072313,0.00001146815,0.00001233471,0.000001524699,0.000002435434,0.00001745055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6480412,"threshold_uncertainty_score":0.351934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007455836754657779,"score_gpt":0.2313761881963972,"score_spread":0.2239203514417394,"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."}}