{"id":"W3184461518","doi":"10.12688/hrbopenres.13314.1","title":"A study protocol for the development of a SPIRIT extension for trials conducted using cohorts and routinely collected data (SPIRIT-ROUTINE)","year":2021,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McMaster University; Western University; Impact; McGill University; Jewish General Hospital; University of Toronto","funders":"Medical Research Council; University of Bristol; Royal College of Surgeons of England; National Institute for Health and Care Research; Cancer Research UK; University Hospitals Bristol NHS Foundation Trust; Health Research Board; Wellcome Trust","keywords":"Protocol (science); Checklist; Delphi method; Medicine; Scope (computer science); Clinical trial; Consolidated Standards of Reporting Trials; Data collection; Electronic data capture; Delphi; Research design; Medical physics; Alternative medicine; Psychology; Computer science; Pathology; Artificial intelligence; Statistics","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2009542,0.003112729,0.004455508,0.005487918,0.004843681,0.00725652,0.003896677,0.01036428,0.2274658],"category_scores_gemma":[0.3131082,0.004191411,0.005863662,0.004304584,0.004145801,0.00763221,0.005303635,0.01362554,0.08733771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00880048,"about_ca_system_score_gemma":0.04960628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770655,"about_ca_topic_score_gemma":0.003936884,"domain_scores_codex":[0.8640522,0.09265543,0.02692612,0.005815745,0.008159683,0.0023908],"domain_scores_gemma":[0.6780115,0.1619543,0.02985836,0.03816567,0.0820858,0.009924417],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02116499,0.002617151,0.001116459,0.06807932,0.0005768522,0.0006863272,0.007059313,0.002216158,0.002898216,0.04264308,0.6393871,0.2115549],"study_design_scores_gemma":[0.04288962,0.002830239,0.003511728,0.05374489,0.0003627486,0.0003813628,0.001646118,0.002649822,0.002038648,0.03125247,0.8582069,0.000485396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005825418,0.0003162276,0.01805986,0.002164751,0.002026431,0.9624082,0.009071008,0.0005420236,0.004829011],"genre_scores_gemma":[0.0005353155,0.00014523,0.01647403,0.0008615878,0.0001201737,0.9793522,0.001030971,0.00004875593,0.001431708],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7990457,"threshold_uncertainty_score":0.9853657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9911184568069713,"score_gpt":0.7663871550015496,"score_spread":0.2247313018054217,"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."}}