{"id":"W4212801830","doi":"10.1136/bmjopen-2021-060267","title":"Patient engagement partnerships in clinical trials (PEP-CT): protocol for the systematic development and testing of patient partner and investigator decision aids","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Institut du Savoir Montfort; Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Robarts Clinical Trials; Diabetes Canada; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Clinical trial; Decision aids; Public health; Medical physics; Family medicine; Alternative medicine; Medical education; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2200907,0.003683481,0.004275047,0.004393531,0.004375923,0.005944365,0.004631837,0.007436414,0.06909361],"category_scores_gemma":[0.213011,0.004472117,0.004315669,0.00651896,0.00467416,0.006068577,0.006542633,0.009715548,0.01907582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009572763,"about_ca_system_score_gemma":0.04929136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677576,"about_ca_topic_score_gemma":0.003699299,"domain_scores_codex":[0.8129613,0.1442353,0.02553677,0.00440877,0.008542851,0.004315032],"domain_scores_gemma":[0.8117045,0.09326906,0.01921826,0.02860932,0.03950255,0.007696406],"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":[0.06658249,0.007414734,0.003381134,0.1939713,0.001276519,0.00112319,0.01826687,0.006085183,0.005250701,0.0341303,0.2794871,0.3830305],"study_design_scores_gemma":[0.1101344,0.01141764,0.01194338,0.1008229,0.0007963338,0.0006506445,0.006449055,0.006338436,0.006901616,0.02668035,0.7171415,0.0007237562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004473039,0.0001328645,0.003769307,0.0003311294,0.0001667423,0.9924151,0.001448949,0.0001159047,0.001172662],"genre_scores_gemma":[0.0004601663,0.00007650528,0.007262958,0.00008625181,0.0000107623,0.9916955,0.0001975116,0.000009868747,0.0002004994],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2200907,"threshold_uncertainty_score":0.961767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8664718099465681,"score_gpt":0.635843628282036,"score_spread":0.2306281816645321,"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."}}