{"id":"W2951233258","doi":"10.1007/978-3-031-45339-7","title":"Blockchain in Healthcare","year":2023,"lang":"en","type":"book","venue":"Future of business and finance","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Research (Canada); University of British Columbia","funders":"","keywords":"Blockchain; Health care; Business; Computer science; Political science; Computer security; Law","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":[0.0001530951,0.0001803911,0.0003968109,0.0002392909,0.00005783485,0.00001320046,0.0006153624,0.0005185141,7.056091e-7],"category_scores_gemma":[0.000007557359,0.0001765697,0.00003322582,0.0007005347,0.0001046933,0.00003061947,0.0002805658,0.0003747236,0.000006224668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865424,"about_ca_system_score_gemma":0.0002035849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006063922,"about_ca_topic_score_gemma":0.0002358933,"domain_scores_codex":[0.9989502,0.00001085106,0.0002800619,0.0004452438,0.0001205834,0.0001930071],"domain_scores_gemma":[0.9989759,0.00003202564,0.0002038233,0.0006327707,0.0001390632,0.00001639689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002066566,0.00001923638,0.0000527878,0.0002121422,0.000003586892,0.00001952952,0.0001008036,0.00001394533,0.000001416619,0.903009,0.005591964,0.09097353],"study_design_scores_gemma":[0.0003835536,0.00004766067,0.01733599,0.000601506,0.000006207958,0.00002397587,0.0000106838,0.003296053,0.0000189729,0.5165134,0.4612665,0.0004954502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02439667,0.3018486,0.1422717,0.4474733,0.01260907,0.006701733,0.0009533543,0.00345523,0.06029046],"genre_scores_gemma":[0.1617313,0.09137646,0.04549228,0.002120605,0.002926956,0.0007901778,0.0002080238,0.0002704064,0.6950838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6347933,"threshold_uncertainty_score":0.7200303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00858084843243412,"score_gpt":0.2167591476315161,"score_spread":0.208178299199082,"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."}}