{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6054367,0.004291343,0.008911679,0.01433913,0.005330574,0.01624594,0.01101962,0.02793605,0.01990468],"category_scores_gemma":[0.6850705,0.008505128,0.02007107,0.01666334,0.01068087,0.01136219,0.01162723,0.03454011,0.03827885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339945,"about_ca_system_score_gemma":0.070398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839632,"about_ca_topic_score_gemma":0.003938306,"domain_scores_codex":[0.2482102,0.5560979,0.1552301,0.006541645,0.02985312,0.004067069],"domain_scores_gemma":[0.1874497,0.5233108,0.06964377,0.06847427,0.1439454,0.007176075],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004114307,0.0008580199,0.001326833,0.06757886,0.001500314,0.0007589973,0.01167344,0.003208459,0.002121731,0.08001779,0.5510269,0.2758143],"study_design_scores_gemma":[0.009668849,0.0009616739,0.004580803,0.109212,0.001212287,0.001291565,0.00192735,0.006992875,0.002844562,0.104232,0.7562876,0.0007885439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.001530863,0.009587675,0.4023882,0.05768145,0.01285999,0.4741024,0.01100048,0.004491074,0.02635794],"genre_scores_gemma":[0.003388619,0.004707596,0.3774248,0.01176921,0.001455312,0.5910779,0.005492019,0.0005865782,0.004097966],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3945633,"threshold_uncertainty_score":0.4865668,"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."}}