{"id":"W7111059844","doi":"10.1371/journal.pone.0328355.s002","title":"Search strategy.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Grading (engineering); Diabetes mellitus; MEDLINE; Quality of evidence; Risk assessment; Publication bias; Protocol (science)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01020855,0.004098493,0.01475737,0.03741104,0.001675013,0.006042668,0.005460378,0.004452041,0.4108813],"category_scores_gemma":[0.04164138,0.001949532,0.005868008,0.03107539,0.001480285,0.00563015,0.005711949,0.002840058,0.06229772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009414373,"about_ca_system_score_gemma":0.02295116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348384,"about_ca_topic_score_gemma":0.01654747,"domain_scores_codex":[0.9890694,0.002440705,0.005509128,0.001207362,0.001187719,0.0005856977],"domain_scores_gemma":[0.9763309,0.01298858,0.004514831,0.0007622578,0.004509295,0.0008940567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007821937,0.00006702467,0.0005809174,0.7678945,0.0009567146,0.0003430326,0.0004693773,0.0003119619,0.000408398,0.002848502,0.1841551,0.04118224],"study_design_scores_gemma":[0.002773009,0.000403654,0.003055159,0.5114532,0.003055312,0.000516406,0.001005071,0.0007244337,0.0004633626,0.005277598,0.4710675,0.0002052349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001840916,0.03314466,0.005230682,0.006741953,0.001261325,0.1880482,0.722729,0.002442924,0.0385604],"genre_scores_gemma":[0.009044146,0.05821909,0.02492265,0.01179825,0.0006903075,0.7213787,0.1277723,0.001585621,0.04458902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5891187,"threshold_uncertainty_score":0.8403063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05518498038335287,"score_gpt":0.3554888490293533,"score_spread":0.3003038686460004,"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."}}