{"id":"W4327905433","doi":"10.1016/s2665-9913(23)00063-2","title":"Patient–researcher co-presentation of research results to people living with systemic sclerosis","year":2023,"lang":"en","type":"letter","venue":"The Lancet Rheumatology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of the Fraser Valley; Jewish General Hospital; McGill University; Multiple Sclerosis Society of Canada","funders":"","keywords":"Scopus; Medicine; Clinical trial; Presentation (obstetrics); Alternative medicine; MEDLINE; Family medicine; Medical education; Psychology; Internal medicine; Political science; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01358076,0.0002485828,0.0009399005,0.0009630187,0.0008105861,0.0001882156,0.002567439,0.0008235135,0.0001262013],"category_scores_gemma":[0.01068956,0.0001818927,0.00009590539,0.002792562,0.001614907,0.0001123476,0.0007194834,0.00332142,0.000649467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879885,"about_ca_system_score_gemma":0.0008678383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04452606,"about_ca_topic_score_gemma":0.009877744,"domain_scores_codex":[0.9855586,0.007575765,0.0007462742,0.0007320101,0.003514153,0.001873191],"domain_scores_gemma":[0.9813091,0.01548996,0.0003505728,0.001453365,0.001258049,0.0001389691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000155488,0.00001910347,0.005106043,0.0004543105,0.00006903057,0.00004469644,0.02448612,0.00001122322,0.00006354328,0.0006161339,0.9684401,0.0005342192],"study_design_scores_gemma":[0.002689016,0.00241315,0.02564904,0.0312911,0.00008889837,0.0002213967,0.1165739,0.0001436069,0.0008925703,0.006346138,0.8114814,0.002209733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.121995,0.000138665,0.00005260819,0.860011,0.0004047774,0.002937062,0.0002746434,0.0004537839,0.0137324],"genre_scores_gemma":[0.9695865,0.002950972,0.0004704862,0.01518517,0.001573848,0.002163422,0.0001968692,0.0002472207,0.007625509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8475915,"threshold_uncertainty_score":0.998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2707759730913277,"score_gpt":0.4710948072951476,"score_spread":0.2003188342038199,"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."}}