{"id":"W2411610003","doi":"10.7748/ns.19.38.22.s20","title":"Quality inpractice","year":2005,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Quality (philosophy); Psychology; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002991075,0.0001136458,0.000267897,0.00004311227,0.0006039062,0.00001506377,0.0001340729,0.0001885516,0.005511756],"category_scores_gemma":[0.005557122,0.00009722354,0.00005064773,0.0001512465,0.0001316341,0.0003831074,0.00002264771,0.0009345234,0.001378056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593286,"about_ca_system_score_gemma":0.0003457186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009053682,"about_ca_topic_score_gemma":0.00006672605,"domain_scores_codex":[0.9971449,0.001052445,0.0005293034,0.000251554,0.0005480658,0.0004737363],"domain_scores_gemma":[0.9967896,0.002138394,0.0002295455,0.0003997835,0.0002266987,0.0002159568],"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":[0.001266527,0.0004239111,0.02047208,0.0002409839,0.00003546119,0.000006255516,0.02684411,0.000005172097,0.0004290731,0.07453454,0.4189682,0.4567737],"study_design_scores_gemma":[0.000667357,0.00007444745,0.00859473,0.0002597442,0.00002327278,0.000001350575,0.006822987,0.00001863565,0.00008153851,0.002533139,0.9807993,0.0001234714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2731139,0.0003099595,0.004251298,0.2550862,0.001662445,0.0005102408,0.00003055607,0.0003339407,0.4647015],"genre_scores_gemma":[0.9795077,0.00003647049,0.008418362,0.005522366,0.001695341,0.00002417571,0.000008252085,0.00001990332,0.004767388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7063939,"threshold_uncertainty_score":0.9993995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119254954869064,"score_gpt":0.5567040900299197,"score_spread":0.4374491351608557,"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."}}