{"id":"W4389326950","doi":"10.1001/jamanetworkopen.2023.46121","title":"Consensus Statement for Protocols of Factorial Randomized Trials","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Western University","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Checklist; Consolidated Standards of Reporting Trials; Protocol (science); Research design; Delphi method; Randomized controlled trial; MEDLINE; Medicine; Clinical trial; Medical education; Psychological intervention; Psychology; Family medicine; Alternative medicine; Computer science; Nursing; Statistics; Mathematics; Political science; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5194437,0.005565192,0.01015658,0.01499351,0.008762668,0.01936044,0.0168284,0.03063686,0.05531653],"category_scores_gemma":[0.6361383,0.009034651,0.0160151,0.01817424,0.01224987,0.01015566,0.01294319,0.04758899,0.05514435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01682517,"about_ca_system_score_gemma":0.09190544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371653,"about_ca_topic_score_gemma":0.002359866,"domain_scores_codex":[0.3330613,0.470002,0.1392106,0.01661136,0.03524713,0.005867759],"domain_scores_gemma":[0.2441553,0.4143817,0.0475491,0.08154114,0.2034733,0.008899556],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005273698,0.0007427282,0.0007677589,0.08075942,0.001437211,0.0008684615,0.01546967,0.002779301,0.002557581,0.1504071,0.5125173,0.2264198],"study_design_scores_gemma":[0.009071883,0.0007837336,0.001464385,0.09275898,0.0007732832,0.0008388139,0.001747369,0.003635288,0.002265238,0.09171839,0.7944478,0.0004947799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0009934056,0.003513626,0.2550874,0.03186098,0.01667154,0.6582761,0.009032971,0.002185653,0.02237839],"genre_scores_gemma":[0.002679893,0.001747066,0.2571048,0.005646606,0.001278868,0.7240406,0.002996275,0.0003615701,0.004144313],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4805563,"threshold_uncertainty_score":0.5926116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9264651169469692,"score_gpt":0.6615230091075124,"score_spread":0.2649421078394568,"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."}}