{"id":"W2059696046","doi":"10.1016/s0840-4704(10)60046-4","title":"The Changing Role of Canadian Healthcare CEOs: <i>Results of a Notional Survey</i>","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Notional amount; Health care; Survey data collection; Healthcare system; Business; Coping (psychology); Public relations; Healthcare service; Psychology; Political science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003054782,0.0002048705,0.0001601891,0.001147389,0.006565307,0.002235311,0.0008172484,0.0008346651,0.002306854],"category_scores_gemma":[0.01015576,0.0001761146,0.0002183828,0.001622483,0.001466969,0.0008954629,0.001431088,0.001211377,0.0002441788],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03212518,"about_ca_system_score_gemma":0.05087919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793919,"about_ca_topic_score_gemma":0.991592,"domain_scores_codex":[0.9969151,0.0003658459,0.00008064522,0.0001522862,0.001257275,0.001228811],"domain_scores_gemma":[0.9918256,0.0004379742,0.001189181,0.00009510932,0.003618103,0.002834057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002061971,0.0001524156,0.8567667,0.0001418495,0.0000207732,0.0003250237,0.07104609,0.0001619458,0.0007040009,0.001213525,0.0253576,0.04390386],"study_design_scores_gemma":[0.000009568957,0.0000564894,0.9079087,0.00006525702,0.00000832261,0.00008853912,0.07349993,0.0001218473,0.0001486067,0.0000578678,0.01800125,0.00003369638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809328,0.0008897331,0.00008940229,0.00748072,0.00009194572,0.00003745815,0.0006269898,0.000009265727,0.009841743],"genre_scores_gemma":[0.9957432,0.0004589018,0.00009295261,0.0009555373,0.00001833691,0.00001468159,0.0002655555,0.000003635128,0.002447315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9678748,"threshold_uncertainty_score":0.2330856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845657314501934,"score_gpt":0.3934121507009465,"score_spread":0.3088464192507531,"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."}}