{"id":"W7111119230","doi":"10.1371/journal.pone.0330428.s001","title":"PRISMA 2020 checklist.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Visual analogue scale; Massage; Low level laser therapy; Extracorporeal; MEDLINE; Cochrane Library","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":[0.06000955,0.00524322,0.01199818,0.01535344,0.002452553,0.00950934,0.01256125,0.005704076,0.4231333],"category_scores_gemma":[0.1765007,0.005658186,0.0162154,0.01812676,0.004250704,0.005078172,0.007378366,0.008624904,0.04030794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008249374,"about_ca_system_score_gemma":0.03772906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139477,"about_ca_topic_score_gemma":0.01410368,"domain_scores_codex":[0.9483115,0.02405575,0.0177411,0.004107679,0.004433407,0.00135062],"domain_scores_gemma":[0.8000849,0.1482222,0.01364298,0.01378276,0.02231147,0.001955609],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002409898,0.0001824696,0.0005857467,0.5031684,0.004123028,0.0003127163,0.001056729,0.001545505,0.000466139,0.01397787,0.4414368,0.03073474],"study_design_scores_gemma":[0.01458685,0.0004650173,0.005854342,0.175188,0.006823234,0.0005043558,0.001939122,0.007404189,0.001329538,0.0463634,0.7386374,0.0009044543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001467401,0.004851281,0.02829793,0.008305348,0.006574778,0.1849515,0.7280005,0.02422943,0.01332183],"genre_scores_gemma":[0.005450935,0.002485787,0.1259857,0.001989152,0.0002892497,0.8183771,0.03173436,0.00350789,0.01017987],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9399905,"threshold_uncertainty_score":0.8228303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088586520786095,"score_gpt":0.3511972059402753,"score_spread":0.3203113407324143,"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."}}