{"id":"W3173191210","doi":"10.1109/csci51800.2020.00218","title":"Blockchain Application in Healthcare","year":2020,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Interoperability; Workflow; Computer science; Health care; Blockchain; Transparency (behavior); Computer security; Key (lock); Immutability; Decentralization; World Wide Web; Database","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":[0.00009586754,0.0000547148,0.00007719789,0.00004675669,0.00003918456,0.0000127462,0.0005831229,0.00007317767,0.000003121706],"category_scores_gemma":[0.00001081948,0.00005366997,0.00001563103,0.0006834405,0.00001933534,0.0000307374,0.0001380293,0.0001407024,0.00007796616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542261,"about_ca_system_score_gemma":0.00002149077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001431882,"about_ca_topic_score_gemma":0.0000997773,"domain_scores_codex":[0.9993595,0.00001765426,0.0001350021,0.0002849714,0.00006926131,0.000133561],"domain_scores_gemma":[0.9995311,0.00001666255,0.0000275514,0.0003381643,0.00002239444,0.0000641214],"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":[6.007264e-7,0.00002017306,0.002236274,0.000004654509,7.128028e-7,0.000001019026,0.0002048922,0.00001998028,0.0002207967,0.9536867,0.0002511643,0.04335309],"study_design_scores_gemma":[0.0003108352,0.00006195415,0.004340338,0.00000256768,7.114399e-7,0.000004954418,0.00004686858,0.8641837,0.00297133,0.1102287,0.01765241,0.0001956737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01666925,0.00008058149,0.7693684,0.2125351,0.00001011078,0.0001950968,4.976662e-7,0.0004131187,0.0007278203],"genre_scores_gemma":[0.969255,0.000005350539,0.02500861,0.005621016,0.00001442236,0.00008205076,8.380565e-7,0.000002586956,0.00001010021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9525858,"threshold_uncertainty_score":0.2188598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423706207162779,"score_gpt":0.2461949030759495,"score_spread":0.2319578410043217,"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."}}