{"id":"W7111287369","doi":"10.1371/journal.pone.0326227.s004","title":"SPIRIT statement.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse effect; Placebo; Blood pressure; Cognition; Depression (economics); Randomized controlled trial; Clinical trial; Activities of daily living","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007839067,0.001084417,0.00130152,0.001028148,0.0009965099,0.003858726,0.003049764,0.003522803,0.3959526],"category_scores_gemma":[0.02309481,0.0004736897,0.00149788,0.0009890514,0.0007199335,0.001846265,0.003437418,0.003549836,0.3077985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107766,"about_ca_system_score_gemma":0.004697333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513461,"about_ca_topic_score_gemma":0.001765084,"domain_scores_codex":[0.9963743,0.001788519,0.0004272418,0.0003448219,0.0007700539,0.0002950684],"domain_scores_gemma":[0.9936541,0.001222029,0.0005187145,0.001114084,0.002248205,0.001242785],"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":[0.0003440044,0.00007613886,0.0001464573,0.0008339127,0.00002038408,0.00005059386,0.00007024516,0.0000533909,0.00009450799,0.004749127,0.9330359,0.06052524],"study_design_scores_gemma":[0.0001551275,0.00005700816,0.0002521904,0.000444574,0.00001092072,0.0001171274,0.00003428715,0.00003249649,0.0000497969,0.001970773,0.9968691,0.000006548093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002702928,0.01823609,0.01425695,0.06818312,0.04205121,0.008488015,0.08827588,0.007502601,0.7503031],"genre_scores_gemma":[0.02166112,0.01741012,0.021231,0.07799269,0.01428692,0.01775184,0.1014203,0.005850221,0.7223957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9921609,"threshold_uncertainty_score":0.8616003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525598455325583,"score_gpt":0.3759825085813445,"score_spread":0.3407265240280886,"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."}}