{"id":"W3081329951","doi":"10.37964/cr24702","title":"Patient satisfaction: there is more work to be done","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Psychology; Job satisfaction; Patient satisfaction; Nursing; Medicine; Social psychology; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01083292,0.0004488559,0.001266312,0.0008867786,0.001603799,0.004486838,0.0009901107,0.00240721,0.02638171],"category_scores_gemma":[0.0255119,0.0001818285,0.001311302,0.00124716,0.001325563,0.00310283,0.002428801,0.004186333,0.005682783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225543,"about_ca_system_score_gemma":0.003428939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729634,"about_ca_topic_score_gemma":0.002876018,"domain_scores_codex":[0.9829671,0.006716672,0.0009544762,0.0007754902,0.007428072,0.001158171],"domain_scores_gemma":[0.9753305,0.006190092,0.003432146,0.000882688,0.009270675,0.004893953],"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":[0.0002748501,0.0003132971,0.04094486,0.002236381,0.0003594175,0.0002705569,0.001553855,0.0001267562,0.001332959,0.002278506,0.3210687,0.6292399],"study_design_scores_gemma":[0.000207379,0.002641179,0.3349792,0.006767075,0.0006994457,0.006388134,0.01453784,0.0009283278,0.002796033,0.01548991,0.614229,0.0003365129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06393795,0.04602169,0.008342367,0.7610604,0.008656383,0.000284271,0.002253388,0.001398943,0.1080446],"genre_scores_gemma":[0.6484374,0.03460508,0.0143185,0.2508682,0.007887702,0.0003594676,0.002537178,0.0008271665,0.04015929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02638171,"threshold_uncertainty_score":0.08825558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145504782238338,"score_gpt":0.3936150714512079,"score_spread":0.1790645932273742,"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."}}