{"id":"W2903393482","doi":"10.2196/11056","title":"Effect of a Multimedia Patient Decision Aid to Supplement the Informed Consent Process of a Peripherally Inserted Central Venous Catheter Procedure: Pre-Post Quasi-Experimental Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peripherally inserted central catheter; Central venous catheter; Informed consent; Medicine; Process (computing); Catheter; Multimedia; Surgery; Computer science; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.007896907,0.001067666,0.001500474,0.0008766159,0.001246759,0.001023097,0.001177457,0.001238695,0.007021816],"category_scores_gemma":[0.02045269,0.0009344483,0.0009715308,0.000485988,0.001310625,0.001155263,0.0009580133,0.001958236,0.0006027357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146625,"about_ca_system_score_gemma":0.002939467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108004,"about_ca_topic_score_gemma":0.001671892,"domain_scores_codex":[0.9945512,0.003128852,0.0005344612,0.0006615368,0.0005823235,0.0005414936],"domain_scores_gemma":[0.9766332,0.01632151,0.002586172,0.001095375,0.001070499,0.002293357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.125103,0.7538553,0.01452492,0.00151431,0.0002251648,0.0001536422,0.008873285,0.0006080551,0.006458725,0.0003543698,0.0007940133,0.08753517],"study_design_scores_gemma":[0.04556239,0.9105438,0.03605085,0.00009470693,0.0002393433,0.00004696975,0.001888716,0.0009195253,0.003131612,0.000150236,0.001306883,0.00006497],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996308,0.00003356316,0.0001759644,0.00005591894,0.00003791014,0.002906215,0.0000557503,0.00001570607,0.0004110109],"genre_scores_gemma":[0.982174,0.0001519292,0.005336856,0.000206543,0.0001248444,0.01058694,0.0001340077,0.000006578454,0.001278301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007896907,"threshold_uncertainty_score":0.04176331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968643968439027,"score_gpt":0.4374763451966774,"score_spread":0.3877899055122871,"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."}}