{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008240479,0.0003186497,0.0006822001,0.0006910861,0.0005701174,0.0000348541,0.0001718596,0.0007592377,0.01095957],"category_scores_gemma":[0.00005644085,0.0003389249,0.00009811392,0.001070487,0.00005793064,0.0007894114,0.00008970211,0.0008876153,0.0001611122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192204,"about_ca_system_score_gemma":0.0002166763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008063305,"about_ca_topic_score_gemma":0.006196064,"domain_scores_codex":[0.9970057,0.0007922894,0.0009032996,0.0004020094,0.0002764864,0.0006202208],"domain_scores_gemma":[0.9977421,0.0004406547,0.0009386809,0.0002839516,0.000282772,0.0003118234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005566024,0.00005417383,0.1932898,0.004443984,0.001786378,0.00001285021,0.007161121,0.000002218007,0.000001838801,0.00632014,0.001544895,0.7848259],"study_design_scores_gemma":[0.002438434,0.00007076284,0.3764497,0.0004160817,0.002681397,0.000001242429,0.03465106,0.0002305705,6.313211e-7,0.00005023968,0.5825964,0.000413422],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1318285,0.000529206,0.00140126,0.0001456174,0.001422841,0.002450632,0.0001135549,0.0001687577,0.8619396],"genre_scores_gemma":[0.0789744,0.001469409,0.0005812692,0.0003122274,0.00023821,0.00002122819,0.002618336,0.00005238522,0.9157326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7844125,"threshold_uncertainty_score":0.9999063,"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."}}