{"id":"W6958209490","doi":"10.6084/m9.figshare.26578199.v1","title":"Additional file 1 of Changing patient preferences toward better trial recruitment: an ethical analysis","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"","keywords":"Informed consent; Confidentiality; Data collection; Patient privacy; Research ethics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003365919,0.0002012159,0.0003220792,0.00006315806,0.00007358319,0.00006865601,0.0003568513,0.0005478632,0.9964045],"category_scores_gemma":[0.0003872648,0.00008161661,0.0002689731,0.0005397029,0.00001109041,0.00003052864,0.000173706,0.0004665772,0.003084149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001340216,"about_ca_system_score_gemma":0.00003074029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000143459,"about_ca_topic_score_gemma":0.00040596,"domain_scores_codex":[0.9986919,0.0001159268,0.000275148,0.000376411,0.0003193299,0.0002213341],"domain_scores_gemma":[0.9981802,0.001371556,0.0002087952,0.00008439763,0.00006286459,0.00009224462],"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":[0.00009298549,0.00004908658,5.613724e-8,0.00005206752,0.0001499128,0.000007868048,0.000009780847,8.723766e-7,0.000001110882,6.39958e-8,0.991242,0.00839419],"study_design_scores_gemma":[0.00009209174,0.0004280769,0.00005487701,0.0007124428,0.0001159619,0.000001118066,0.00002236842,0.00001178593,0.000009476437,0.00001844166,0.9983339,0.0001994129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000387068,0.00003629461,1.680967e-9,0.00005281501,0.00005680368,0.0003443737,0.9993668,0.00001828107,0.00008588098],"genre_scores_gemma":[0.00003033094,0.000004637122,0.00002235993,0.0002803687,0.0007128681,0.001896309,0.9970127,6.753206e-7,0.00003970907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9933203,"threshold_uncertainty_score":0.997692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549140006543372,"score_gpt":0.2765396797822443,"score_spread":0.121625679127907,"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."}}