{"id":"W2128408189","doi":"10.12927/cjnl.2012.22832","title":"C-HOBIC: Standardized Clinical Outcomes to Support Evidence-Informed Nursing Care","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Nursing; Psychology; Nursing research; Nursing care; MEDLINE; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005132318,0.0002242636,0.0004830025,0.0003050489,0.001382998,0.00004743283,0.0004300873,0.0003486059,0.0008811907],"category_scores_gemma":[0.006979463,0.0001852494,0.0001613351,0.0006500995,0.0003638474,0.0008759656,0.00002814529,0.001165765,0.00255332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259478,"about_ca_system_score_gemma":0.004631264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223729,"about_ca_topic_score_gemma":0.0001109567,"domain_scores_codex":[0.9937095,0.001159468,0.001037537,0.000400729,0.001046898,0.002645883],"domain_scores_gemma":[0.9937752,0.003078545,0.0002131607,0.0005373358,0.0004245052,0.001971265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002485135,0.0001240981,0.5162226,0.0003055834,0.000008129751,7.775675e-7,0.1593511,9.005802e-7,0.00001501741,0.0001785624,0.1990045,0.1245402],"study_design_scores_gemma":[0.0006953963,0.0004074634,0.6686944,0.003317542,0.00002452514,0.000002122771,0.2891113,0.000005553407,0.0000257182,0.00006784314,0.03739789,0.0002501733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970471,0.001618172,0.00172493,0.1175543,0.02804356,0.003848387,0.00002629803,0.0004768125,0.04966049],"genre_scores_gemma":[0.9840925,0.00003687975,0.003316458,0.007024549,0.002416553,0.0001168156,0.00002319595,0.00003376796,0.002939325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870454,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8304250869494697,"score_gpt":0.6457379658876446,"score_spread":0.1846871210618251,"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."}}