{"id":"W6939512586","doi":"10.6084/m9.figshare.14276591.v1","title":"Organizational culture, authentic leadership and quality improvement in Canadian healthcare facilities","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Authentic leadership; Accreditation; Quality management; Organizational culture; Health care; Quality (philosophy); Organizational commitment; Organizational performance","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":[0.002077173,0.0006756255,0.0006576988,0.004570218,0.002531312,0.001883038,0.002392675,0.0005637532,0.005390071],"category_scores_gemma":[0.009910932,0.0003676306,0.0009932469,0.0131373,0.0004228578,0.0005159279,0.001502406,0.0008779316,0.0008870647],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02882079,"about_ca_system_score_gemma":0.03954509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947268,"about_ca_topic_score_gemma":0.9961661,"domain_scores_codex":[0.9982079,0.0002074231,0.0001805398,0.0002855957,0.0006329426,0.0004855923],"domain_scores_gemma":[0.9930039,0.0007564109,0.001238214,0.0004369943,0.003806436,0.000758069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003318426,0.0001156352,0.8231577,0.001435972,0.0003884376,0.0001303085,0.0009161253,0.001481557,0.0001365015,0.001251018,0.149097,0.02155795],"study_design_scores_gemma":[0.00008910318,0.00002635222,0.9614142,0.00055876,0.0001035424,0.00004428199,0.001294443,0.001212862,0.0001122237,0.0001226821,0.0349833,0.00003829689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1044228,0.001403025,0.0003064747,0.000484346,0.00003035196,0.0001544238,0.8898685,0.00008316884,0.003246889],"genre_scores_gemma":[0.3056604,0.001297126,0.001824422,0.000199227,0.00001807902,0.000572167,0.687349,0.0000236927,0.003055886],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9711792,"threshold_uncertainty_score":0.2091104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08316417424214088,"score_gpt":0.2675297177109202,"score_spread":0.1843655434687793,"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."}}