{"id":"W2917845957","doi":"10.12927/cjnl.2013.23304","title":"Better Health, Better Care, Better Value: National Expert Commission, Part 1","year":2013,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Commission; Position (finance); Health care; Politics; Value (mathematics); Political science; Plan (archaeology); Public relations; Nursing; Public administration; Psychology; Medicine; Law; Business; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03169988,0.0009488107,0.00129529,0.00186505,0.008103751,0.009092011,0.003599368,0.03988951,0.008278207],"category_scores_gemma":[0.04652994,0.00135048,0.0009200702,0.002283685,0.004231204,0.005282972,0.00447801,0.02351998,0.003957673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01996948,"about_ca_system_score_gemma":0.1326151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2224402,"about_ca_topic_score_gemma":0.3739393,"domain_scores_codex":[0.9719916,0.005169607,0.003114779,0.001510434,0.01361316,0.004600455],"domain_scores_gemma":[0.9579906,0.01556764,0.001769114,0.001615945,0.01538881,0.007667853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001391274,0.00003183334,0.0002959661,0.0004301474,0.000005613103,0.0001861391,0.0009864541,0.0001056698,0.000246574,0.007027097,0.9805008,0.01016971],"study_design_scores_gemma":[0.00001201034,0.000007033973,0.001978731,0.00135269,0.000009496901,0.0001527086,0.000977693,0.000068965,0.0001160122,0.002365016,0.9929125,0.00004715004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001554587,0.02673555,0.001005605,0.8569016,0.03582312,0.0009002124,0.0009191418,0.000142306,0.07601793],"genre_scores_gemma":[0.01933518,0.01494793,0.004949239,0.8137923,0.008049221,0.0008063184,0.0008719745,0.0001940953,0.1370537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2224402,"threshold_uncertainty_score":0.4422908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398019451239972,"score_gpt":0.3532224164162255,"score_spread":0.2134204712922283,"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."}}