{"id":"W4292522193","doi":"10.5912/jcb1299","title":"Impact of information technology on accounting and finance in the digital health sector","year":2022,"lang":"en","type":"article","venue":"Journal of Commercial Biotechnology","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Accounting; Descriptive statistics; Finance; Business; Accounting information system; Return on equity; Return on assets; Information technology; Financial accounting; Economics; Profitability index; Computer science; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002054617,0.00015799,0.0001321603,0.002627377,0.0008417034,0.004176971,0.0002295393,0.0004366111,0.006226996],"category_scores_gemma":[0.01371038,0.0000923702,0.0003249664,0.004057217,0.001061453,0.002046049,0.001475474,0.0006551603,0.0006003587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844745,"about_ca_system_score_gemma":0.00330335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007679555,"about_ca_topic_score_gemma":0.008123582,"domain_scores_codex":[0.9966949,0.001449282,0.000185439,0.0001353721,0.0009421333,0.0005929235],"domain_scores_gemma":[0.9766771,0.01356738,0.005146551,0.0006235142,0.00237789,0.001607631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002049016,0.0004537455,0.8017164,0.0003293637,0.00008015281,0.00108998,0.003009482,0.001424001,0.001020057,0.01284937,0.00338221,0.1744403],"study_design_scores_gemma":[0.00001419808,0.000287484,0.9564994,0.0004143795,0.0001024797,0.0009158477,0.01229911,0.002156239,0.001850246,0.002847952,0.02257976,0.00003288098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300765,0.003744872,0.000533089,0.004466385,0.00006427647,0.00004437127,0.0002999555,0.00002576048,0.0607448],"genre_scores_gemma":[0.9969349,0.001353057,0.0002332133,0.0001475532,0.0000396366,0.000004957948,0.00005296458,0.000002357575,0.001231287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007679555,"threshold_uncertainty_score":0.02083135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131065988037981,"score_gpt":0.2483982009694881,"score_spread":0.2370875410891083,"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."}}