{"id":"W3137245688","doi":"10.1136/bmj.m3210","title":"Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":357,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"National Heart, Lung, and Blood Institute; Engineering and Physical Sciences Research Council; Research England; Goddard Space Flight Center; Medical Research Council; Berlin Institute of Health; Hospital for Sick Children; Imperial College London; University of Toronto; King's College London; Women's College Hospital; Universiteit van Amsterdam; London School of Hygiene and Tropical Medicine; Universiteit Leiden; Institut National de la Santé et de la Recherche Médicale; Moorfields Eye Hospital NHS Foundation Trust; University of Oxford; Amsterdam University Medical Centers; University of Exeter; Harvard T.H. Chan School of Public Health; National Eye Institute; National Institute for Health and Care Research; City, University of London; Nature; University College London; Université de Sherbrooke; Wellcome Trust; Cancer Research UK; UK Research and Innovation; University Hospitals Birmingham NHS Foundation Trust; DeepMind; King's College Hospital NHS Foundation Trust; School of Medicine, Vanderbilt University; University of Leeds; McGill University; University of Birmingham; National Institute for Health and Care Excellence; Green Templeton College, University of Oxford; Université de Paris; Ottawa Hospital Research Institute; Sickkids Research Institute; Indian Institute of Technology Madras; Microsoft Research; Brown University; Harvard University; Alan Turing Institute; University of Pennsylvania; Vanderbilt University; University of Washington","keywords":"Psychological intervention; Checklist; Protocol (science); Delphi method; Medicine; Guideline; Clinical trial; Artificial intelligence; Computer science; Medical education; Alternative medicine; Psychology; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.002885087,0.0001372787,0.0003508315,0.00004507105,0.0002889824,0.00006601065,0.0001727039,0.0001677626,0.0001031688],"category_scores_gemma":[0.03051938,0.00009486752,0.0006012195,0.000195238,0.0001064426,0.00008727454,0.00004184816,0.0002404163,0.00006074498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003536929,"about_ca_system_score_gemma":0.0005283885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004078893,"about_ca_topic_score_gemma":0.0000911152,"domain_scores_codex":[0.9968923,0.0001110813,0.002135291,0.0003806301,0.0002091601,0.0002715485],"domain_scores_gemma":[0.9963723,0.001159054,0.000333648,0.0003478764,0.001591743,0.0001954052],"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":[0.02600686,0.0004985665,0.0004058556,0.0007666351,0.00005339841,0.000001690432,0.0008352803,0.00003430207,0.000251315,0.006300109,0.4186343,0.5462117],"study_design_scores_gemma":[0.004324425,0.02358627,0.0004947004,0.00363007,0.0006730657,0.00002655888,0.01244712,0.1244811,0.01980249,0.1243088,0.6854088,0.000816658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01599324,0.0002980572,0.2751592,0.6151197,0.002543805,0.09069081,0.00002417931,0.0001202239,0.00005074986],"genre_scores_gemma":[0.4248091,0.0003166163,0.1165344,0.1268871,0.1090371,0.220311,0.0004176896,0.0002237563,0.001463348],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5453951,"threshold_uncertainty_score":0.9776469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9088211249201416,"score_gpt":0.6998557904840097,"score_spread":0.2089653344361319,"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."}}