{"id":"W4399096468","doi":"10.1007/978-3-031-46217-7_5","title":"Facility Documentation Requirements for Interventional Techniques","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara Health System; Regional Municipality of Niagara","funders":"","keywords":"Documentation; Computer science; Medical physics; Systems engineering; Engineering; Software engineering; Medicine; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428351,0.0004014171,0.0003904345,0.001310681,0.002174137,0.002790935,0.001297665,0.002229646,0.04551952],"category_scores_gemma":[0.01076824,0.0006242816,0.0004577682,0.0008250201,0.0007240732,0.001808845,0.001137103,0.002039634,0.01309139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971572,"about_ca_system_score_gemma":0.004626722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00538843,"about_ca_topic_score_gemma":0.009291853,"domain_scores_codex":[0.9963648,0.0007873633,0.0002302894,0.0001222172,0.002220573,0.0002748677],"domain_scores_gemma":[0.9908149,0.006054436,0.0004555357,0.0004979671,0.001954142,0.0002230849],"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":[0.00008495146,0.0002643802,0.001208443,0.0005528089,0.000004864589,0.0006713302,0.001767741,0.002434957,0.005162172,0.2187758,0.2973679,0.4717047],"study_design_scores_gemma":[0.00001396519,0.0001810444,0.006038897,0.001153609,0.00001139226,0.002420479,0.00118451,0.002452673,0.004640673,0.03708313,0.9447619,0.00005774403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008463299,0.003275785,0.03777373,0.003420583,0.0006636483,0.0003038267,0.0005741401,0.0008668162,0.9446583],"genre_scores_gemma":[0.1022944,0.003754752,0.05570292,0.001546595,0.0004566414,0.000674274,0.001429101,0.0006947966,0.8334464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04551952,"threshold_uncertainty_score":0.152278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581814719945054,"score_gpt":0.519686029947274,"score_spread":0.3615045579527686,"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."}}