{"id":"W7125460670","doi":"","title":"Barriers and decision-making regarding participation in a proton therapy clinical trial - An exploration of trial participation barriers leading to the development of a clinical trial patient decision aid","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Clinical trial; Patient participation; Clinical decision making; Clinical Practice; MEDLINE","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1371731,0.0003003654,0.0008122826,0.001512315,0.007991638,0.01099168,0.002086173,0.003354781,0.004765987],"category_scores_gemma":[0.383121,0.0007432215,0.001285274,0.001620686,0.005960456,0.00620056,0.00812929,0.01007454,0.0004314265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008245124,"about_ca_system_score_gemma":0.04720347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007399998,"about_ca_topic_score_gemma":0.0107867,"domain_scores_codex":[0.8398691,0.1333985,0.006521271,0.001854445,0.01066342,0.007693266],"domain_scores_gemma":[0.4811009,0.4404411,0.03818747,0.005153982,0.01458236,0.02053417],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001287417,0.003172109,0.1939283,0.001453743,0.0004282878,0.001755191,0.5934849,0.0008217367,0.0007147837,0.05108736,0.01027607,0.1415901],"study_design_scores_gemma":[0.0003752291,0.001077733,0.1322486,0.006764435,0.0004755842,0.001576009,0.7575227,0.005099674,0.001120495,0.04659355,0.04683158,0.0003143577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.856068,0.00215459,0.007424083,0.1088248,0.0003932281,0.001026251,0.0001227191,0.00002305887,0.02396327],"genre_scores_gemma":[0.9900775,0.0008422176,0.003554768,0.003958608,0.00005827429,0.0003742604,0.00004036534,0.00002257354,0.001071476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966452,"threshold_uncertainty_score":0.7254496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6249208095025786,"score_gpt":0.660632702924862,"score_spread":0.03571189342228343,"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."}}