{"id":"W4396526238","doi":"10.5737/va.v16i3.34","title":"On a quest to prevent harm and safeguard paediatric venous catheters – A randomized control trial protocol","year":2022,"lang":"en","type":"article","venue":"","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Safeguard; Harm; Protocol (science); Intensive care medicine; Medicine; Randomized controlled trial; Business; Medical emergency; Surgery; Political science; Law; Alternative medicine; Pathology; International trade","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":[0.02833172,0.006001581,0.007605848,0.001655398,0.001840812,0.003368315,0.002875841,0.008103022,0.0664547],"category_scores_gemma":[0.02653963,0.0020898,0.003587129,0.001866332,0.002669275,0.003497728,0.001513518,0.006267969,0.01014363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187877,"about_ca_system_score_gemma":0.008026556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008299375,"about_ca_topic_score_gemma":0.00155068,"domain_scores_codex":[0.9763625,0.01690379,0.001838277,0.001830349,0.00157856,0.001486397],"domain_scores_gemma":[0.9909261,0.00298691,0.002140819,0.00135589,0.001281567,0.001308659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9404733,0.009564626,0.0005953288,0.01081553,0.001739022,0.0001183846,0.0001975254,0.0008831558,0.0009066144,0.003035243,0.01362077,0.01805048],"study_design_scores_gemma":[0.9668568,0.01744407,0.000636299,0.001044683,0.0005344732,0.00003051479,0.00003890096,0.001355696,0.0003203107,0.001256263,0.01043858,0.00004346919],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006151102,0.0006534131,0.002681413,0.000621447,0.00105816,0.9850573,0.001612169,0.0002031682,0.001961904],"genre_scores_gemma":[0.00821694,0.000267774,0.00418316,0.0006557807,0.0002302253,0.9847502,0.0003303462,0.00001558083,0.001350041],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0664547,"threshold_uncertainty_score":0.2223132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213081959910241,"score_gpt":0.3575616570354012,"score_spread":0.3354308374362988,"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."}}