{"id":"W4383312903","doi":"10.1055/s-0043-1768724","title":"The Role of Human and Organizational Factors in the Pursuit of One Digital Health","year":2023,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Digital health; Scale (ratio); Knowledge management; Human health; Organizational structure; Business; Computer science; Public relations; Data science; Health care; Political science; Environmental health; Medicine; Geography","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":[0.02448873,0.0005166883,0.000747272,0.008032052,0.002112032,0.01196415,0.001171191,0.001838419,0.008574939],"category_scores_gemma":[0.0412175,0.0003875437,0.001160537,0.008241143,0.005269978,0.009326753,0.004439353,0.001735245,0.0006277538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706208,"about_ca_system_score_gemma":0.0113889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006576319,"about_ca_topic_score_gemma":0.01239011,"domain_scores_codex":[0.9848129,0.00923842,0.00137396,0.0009490793,0.002840071,0.0007854814],"domain_scores_gemma":[0.8859277,0.09480617,0.009702407,0.002288839,0.004578742,0.002696081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002128097,0.0002301581,0.07121854,0.06851495,0.0009207766,0.0007836963,0.03089016,0.001208973,0.0009289209,0.1412855,0.02258579,0.6612197],"study_design_scores_gemma":[0.00008403772,0.0005402599,0.1019902,0.1087274,0.001204338,0.001390792,0.09728808,0.0006972099,0.001293206,0.08809721,0.5984717,0.0002155816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08261055,0.6766106,0.01469959,0.09248868,0.002655711,0.0006194259,0.001021731,0.000120171,0.1291735],"genre_scores_gemma":[0.6231375,0.3280652,0.02310588,0.01903358,0.00146208,0.0006242488,0.0005837118,0.00006272263,0.00392516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02448873,"threshold_uncertainty_score":0.1295103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243129785610706,"score_gpt":0.312175991005492,"score_spread":0.289744693149385,"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."}}