{"id":"W2660556896","doi":"10.12927/cjnl.2007.19465","title":"Clinical Documentation Standards - Promise or Peril?","year":2007,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway","funders":"","keywords":"Documentation; Status quo; Health care; Public relations; Psychology; Information system; Nursing; Internet privacy; Knowledge management; Computer science; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2404778,0.0009901734,0.001748176,0.004293005,0.006737423,0.02990663,0.007146882,0.01888056,0.00955651],"category_scores_gemma":[0.3801912,0.001048405,0.001206062,0.004859391,0.02923652,0.05810923,0.01140078,0.02961088,0.006023167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094534,"about_ca_system_score_gemma":0.04761278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008085037,"about_ca_topic_score_gemma":0.006603762,"domain_scores_codex":[0.8362097,0.08227761,0.01827633,0.006878695,0.05078867,0.005568962],"domain_scores_gemma":[0.5541229,0.1914707,0.02461806,0.05535112,0.1442584,0.03017888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081306,0.0001886749,0.002786422,0.00144406,0.00004734675,0.0001197808,0.00287215,0.0003739395,0.0002873768,0.4955986,0.2866291,0.2095444],"study_design_scores_gemma":[0.0001057692,0.0002158265,0.002739584,0.007381473,0.00003756861,0.0005092441,0.01069527,0.001513975,0.0004365029,0.4168234,0.5593855,0.0001558886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007465532,0.01193162,0.005472431,0.9675543,0.007588306,0.00003255525,0.00008364296,0.0001448276,0.006445762],"genre_scores_gemma":[0.2008321,0.05555855,0.123696,0.5581308,0.03741795,0.0008730483,0.001802521,0.000773072,0.02091598],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2404778,"threshold_uncertainty_score":0.9366261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.518405753513509,"score_gpt":0.5876779448709154,"score_spread":0.06927219135740637,"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."}}