{"id":"W3125921188","doi":"","title":"Missed Connections: The Adoption of Information Technology in Canadian Healthcare","year":2015,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Health information technology; Incentive; Health care; Quality (philosophy); Health information exchange; Scale (ratio); Electronic health record; Nursing; Medical emergency; Medicine; Public relations; Health information; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005122572,0.0001063642,0.0001704619,0.000994848,0.0001712708,0.00004524428,0.0002781258,0.0001623612,0.000007846867],"category_scores_gemma":[0.0001546925,0.00008914297,0.00002527815,0.0009955314,0.0001193284,0.00112825,0.00008173567,0.0002439804,0.00006749486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245523,"about_ca_system_score_gemma":0.0002485301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7736106,"about_ca_topic_score_gemma":0.6886029,"domain_scores_codex":[0.9990446,0.00001521463,0.0004018926,0.000106333,0.0001200062,0.0003119644],"domain_scores_gemma":[0.9992709,0.00001148695,0.0001863082,0.0002878399,0.0002093255,0.00003411135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004375061,0.0000732888,0.2117598,0.0004275296,0.00003094878,0.00002497939,0.0004296712,0.000156998,0.00002422241,0.6307295,0.06852139,0.08777797],"study_design_scores_gemma":[0.0005235169,0.00002325216,0.003802085,0.00008882452,0.000005731288,0.000009952952,0.003324109,0.0003859136,0.00001472492,0.006133672,0.985589,0.00009918701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4615148,0.0004226886,0.0001934268,0.5324696,0.001732121,0.0008047605,0.00001503098,0.0001502252,0.002697359],"genre_scores_gemma":[0.9807648,0.00001750614,0.0001203353,0.01871747,0.0001665814,0.00006006681,0.000142686,0.000006457274,0.000004119593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9170676,"threshold_uncertainty_score":0.3635145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067630711294735,"score_gpt":0.2626947994550227,"score_spread":0.2220184923420753,"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."}}