{"id":"W3033063101","doi":"10.1016/j.kint.2020.06.023","title":"International perspectives on patient involvement in clinical trials in nephrology","year":2020,"lang":"en","type":"article","venue":"Kidney International","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Nephrology; Medicine; Clinical trial; Internal medicine; Intensive care medicine; Position paper; Pathology","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":[],"category_scores_codex":[0.003673069,0.0001858985,0.0005170233,0.000307448,0.00008675612,0.00001072108,0.0003983739,0.000199503,0.005099832],"category_scores_gemma":[0.00400066,0.0001668166,0.0001543146,0.0001696577,0.00005294669,0.0001208332,0.0002101977,0.0009607677,0.0007110971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405748,"about_ca_system_score_gemma":0.0004212347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873384,"about_ca_topic_score_gemma":0.0001596259,"domain_scores_codex":[0.9934237,0.002366673,0.00266659,0.000540316,0.0005876206,0.0004151234],"domain_scores_gemma":[0.9971246,0.001456773,0.0006301763,0.0001600998,0.0001414955,0.000486928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003258573,0.001750545,0.8110958,0.0001290847,0.0001380664,0.00005087786,0.03513907,0.0000773533,0.0001192079,0.02105499,0.1167401,0.01044638],"study_design_scores_gemma":[0.00984356,0.001297971,0.05664127,0.000731274,0.000009705182,5.579614e-7,0.02027091,0.004915144,0.00005030592,0.0009093501,0.9050339,0.0002960165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084564,0.00004947537,0.0001425989,0.1180906,0.008852683,0.002256754,0.0004143421,0.00006149476,0.06167572],"genre_scores_gemma":[0.8807639,0.0003138089,0.0005496949,0.1157343,0.001343341,0.0003876451,0.0006831277,0.00001834589,0.0002058557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7882938,"threshold_uncertainty_score":0.9958096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4388151636206167,"score_gpt":0.5361727083381902,"score_spread":0.09735754471757346,"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."}}