{"id":"W7115018644","doi":"10.1371/journal.pone.0338653.s001","title":"Search strategy.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Multivariate analysis; Cohort study; Meta-analysis; Heart failure; Risk factor; Multivariate statistics; Survival analysis","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":[0.01146187,0.004301918,0.01757037,0.03393018,0.001503766,0.006297761,0.005115015,0.003789781,0.3453854],"category_scores_gemma":[0.04012314,0.002168528,0.006150386,0.03125229,0.001518267,0.004629571,0.005246344,0.002917886,0.04110166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008702157,"about_ca_system_score_gemma":0.02323752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610409,"about_ca_topic_score_gemma":0.02247067,"domain_scores_codex":[0.9902213,0.002125958,0.005040365,0.001255353,0.0008209984,0.000536046],"domain_scores_gemma":[0.9758571,0.01363464,0.004886775,0.0008975414,0.003753254,0.0009706748],"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":[0.001255006,0.00006098135,0.0007410588,0.8548653,0.001762992,0.0003199576,0.0005883518,0.0003422749,0.0004641538,0.002182364,0.1103451,0.02707259],"study_design_scores_gemma":[0.007805174,0.0006300802,0.004654826,0.6119649,0.008798139,0.0005318224,0.0012612,0.001039145,0.0006249891,0.006510058,0.3558614,0.0003183302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002736655,0.03191335,0.004992023,0.004160569,0.000807127,0.1342862,0.7991588,0.00215578,0.01978942],"genre_scores_gemma":[0.01403154,0.05071928,0.02419304,0.008188996,0.0006020477,0.750135,0.1192115,0.001766937,0.03115164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6546146,"threshold_uncertainty_score":0.9337283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617839184847733,"score_gpt":0.3553206377482358,"score_spread":0.2991422458997585,"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."}}