{"id":"W4320063463","doi":"10.2196/43537","title":"Completeness of Reporting in Diet- and Nutrition-Related Randomized Controlled Trials and Systematic Reviews With Meta-Analysis: Protocol for 2 Independent Meta-Research Studies","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK; World Health Organization","keywords":"Meta-analysis; Randomized controlled trial; Systematic review; Medicine; Sample size determination; MEDLINE; Protocol (science); Consolidated Standards of Reporting Trials; Psychological intervention; Family medicine; Alternative medicine; Medical physics; Statistics; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3672402,0.01097353,0.0257025,0.02062097,0.005225155,0.01036749,0.009768994,0.01541957,0.04465019],"category_scores_gemma":[0.5534173,0.01175421,0.04675396,0.02429215,0.008069969,0.008851479,0.009582357,0.0145988,0.009815331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285816,"about_ca_system_score_gemma":0.0404209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765784,"about_ca_topic_score_gemma":0.003295365,"domain_scores_codex":[0.4920672,0.292572,0.1728687,0.01700049,0.02118214,0.004309353],"domain_scores_gemma":[0.4228809,0.3578272,0.07157689,0.07327904,0.07023211,0.004203827],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.03441778,0.001056659,0.003782821,0.7373415,0.04262872,0.0008318636,0.00609127,0.007006173,0.00287317,0.01657047,0.06704767,0.08035184],"study_design_scores_gemma":[0.1463795,0.006164839,0.01688346,0.3298499,0.06635597,0.001555197,0.002906227,0.03477055,0.01467481,0.08028696,0.2974397,0.002732883],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006898849,0.001884023,0.02181227,0.0005393326,0.0008481721,0.9684833,0.004246144,0.0007348137,0.0007619991],"genre_scores_gemma":[0.0006448281,0.0002629944,0.02513118,0.00009166657,0.00002744081,0.9733191,0.000369523,0.00004581849,0.0001073852],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6327598,"threshold_uncertainty_score":0.7803055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9844946129037581,"score_gpt":0.776967910970769,"score_spread":0.2075267019329891,"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."}}