{"id":"W2897488913","doi":"10.2196/10709","title":"Developing, Implementing, and Evaluating a Multimedia Patient Decision Aid Program to Reform the Informed Consent Process of a Peripherally Inserted Central Venous Catheter Procedure: Protocol for Quality Improvement ","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Informed consent; Process (computing); Multimedia; Central venous catheter; Peripherally inserted central catheter; Quality (philosophy); Medicine; Medical physics; Computer science; Catheter; Medical emergency; Medical education; Surgery; Alternative medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2325508,0.002866081,0.001869735,0.0062018,0.005277963,0.003774876,0.004379009,0.003846201,0.0123686],"category_scores_gemma":[0.2129915,0.002025131,0.003336278,0.00543902,0.004620163,0.003885085,0.004815124,0.005578119,0.003831526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376436,"about_ca_system_score_gemma":0.09075535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662031,"about_ca_topic_score_gemma":0.005380907,"domain_scores_codex":[0.7982506,0.1502484,0.02924594,0.004324598,0.01396164,0.00396889],"domain_scores_gemma":[0.7859425,0.0812606,0.02269628,0.03112697,0.07211271,0.006860962],"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":[0.01681839,0.02857745,0.0146586,0.03370056,0.0005460212,0.001706786,0.05736132,0.01460933,0.01301262,0.03440946,0.06662407,0.7179754],"study_design_scores_gemma":[0.06486247,0.07893386,0.06955259,0.06123471,0.001655984,0.001838584,0.04238326,0.04077706,0.05310648,0.03507243,0.5487696,0.001812908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00416401,0.0000737915,0.01567423,0.0003633092,0.00007672655,0.9780272,0.0003815717,0.00009400796,0.001145223],"genre_scores_gemma":[0.003531561,0.0001411568,0.05326131,0.000183145,0.00001955375,0.9423425,0.0002322336,0.00001174765,0.0002767024],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2325508,"threshold_uncertainty_score":0.9464015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6388003333415532,"score_gpt":0.6952060671558699,"score_spread":0.05640573381431668,"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."}}