{"id":"W1986931617","doi":"10.12927/hcq.2008.19856","title":"Strategy, Leadership and Change: The North York General Hospital Transformation Journey","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North York General Hospital","keywords":"General hospital; Health administration; Transformation (genetics); Best practice; Medicine; Management; Public relations; Nursing; Political science; Public health; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001067694,0.0002608786,0.0003403433,0.0001150977,0.002580201,0.0000253411,0.0002246169,0.0002647681,0.0000732956],"category_scores_gemma":[0.00001858936,0.0001952991,0.00007952342,0.0003056458,0.0001595892,0.0004003152,0.0000166269,0.001152884,0.0001965432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738905,"about_ca_system_score_gemma":0.0004834839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0125435,"about_ca_topic_score_gemma":0.02025502,"domain_scores_codex":[0.9957341,0.001525418,0.0008763876,0.0003634868,0.0004528156,0.001047798],"domain_scores_gemma":[0.9984801,0.0002037534,0.0002676312,0.0004272719,0.00018726,0.0004339635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001007197,0.0001142141,0.02966594,0.002641835,0.00004654728,0.00003812388,0.6690617,0.000001262498,0.000001866725,0.02624459,0.01670098,0.2553822],"study_design_scores_gemma":[0.001334329,0.002427425,0.6812012,0.000278752,0.00002537705,0.00003002732,0.2256945,0.0001668971,0.000001060278,0.0008143734,0.08756971,0.0004563812],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7835663,0.002003566,0.000257892,0.2090518,0.00104336,0.002811565,0.0000621658,0.0002065858,0.0009967431],"genre_scores_gemma":[0.97962,0.0007060718,0.0000819911,0.01691789,0.001345645,0.0005205977,0.00008230044,0.00003349546,0.000691996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6515352,"threshold_uncertainty_score":0.9987183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3020989697569754,"score_gpt":0.4186991487021239,"score_spread":0.1166001789451485,"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."}}