{"id":"W54351787","doi":"","title":"EHR READINESS AND CLINICAL INFORMATION MANAGEMENT: STAKEHOLDER CONSULTATION AND ANALYSIS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Stakeholder analysis; Stakeholder engagement; Knowledge management; Medicine; Data science; Process management; Psychology; Business; Political science; Computer science; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0547309,0.0003985161,0.0005545769,0.003498543,0.006321124,0.007375408,0.001404055,0.002159463,0.004028494],"category_scores_gemma":[0.05057387,0.0003698117,0.0005192333,0.004624985,0.001693357,0.00565401,0.005498938,0.002232023,0.0003222177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01301953,"about_ca_system_score_gemma":0.01955982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175551,"about_ca_topic_score_gemma":0.01401648,"domain_scores_codex":[0.9607315,0.02526522,0.001495762,0.001112718,0.007286605,0.004108215],"domain_scores_gemma":[0.9437181,0.03352854,0.002268278,0.0007920817,0.01738741,0.002305684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00021787,0.001015075,0.1681463,0.002272039,0.0001273944,0.001862521,0.5787278,0.001252777,0.00321774,0.0406419,0.01972867,0.18279],"study_design_scores_gemma":[0.00001791594,0.0001660857,0.04791348,0.0009995411,0.0000488396,0.0002096805,0.9180967,0.002847376,0.0009743339,0.004762804,0.02391721,0.00004604809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783461,0.001519275,0.005904404,0.04929104,0.00008643425,0.001326468,0.0005735176,0.000029275,0.0629236],"genre_scores_gemma":[0.9919901,0.0008258912,0.003155514,0.001650758,0.00001616164,0.0003855853,0.0001380045,0.00001187661,0.001826123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0547309,"threshold_uncertainty_score":0.2894481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05682508551630318,"score_gpt":0.3552005144072986,"score_spread":0.2983754288909954,"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."}}