{"id":"W6960822822","doi":"10.1371/journal.pone.0312117.s002","title":"Quality scores of eligible literatures.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Disease; Quality (philosophy); Risk assessment; Health care; Association (psychology); Public health; Social risk","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":[],"consensus_categories":[],"category_scores_codex":[0.03600228,0.002862776,0.01536389,0.06330616,0.00248876,0.008084081,0.005119679,0.004445663,0.1958956],"category_scores_gemma":[0.2220096,0.002077607,0.01173441,0.05088644,0.001854012,0.008259418,0.00584914,0.003095349,0.02285286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009874478,"about_ca_system_score_gemma":0.02938535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021751,"about_ca_topic_score_gemma":0.01361697,"domain_scores_codex":[0.9325164,0.01008853,0.04276991,0.004119792,0.008480084,0.002025213],"domain_scores_gemma":[0.8157812,0.09157155,0.03665266,0.004862131,0.0477455,0.003386903],"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":[0.0007801885,0.0000403331,0.001836839,0.8606439,0.002983739,0.0001189219,0.0003779519,0.0001458038,0.0001891737,0.00127073,0.08303225,0.04858012],"study_design_scores_gemma":[0.002248347,0.0002081447,0.01308034,0.7185583,0.01393028,0.0004485643,0.0008521867,0.0003290701,0.0003000513,0.005587119,0.2442811,0.0001764222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004146022,0.1576223,0.006064412,0.01013771,0.004465919,0.05901118,0.723783,0.001545473,0.03322405],"genre_scores_gemma":[0.06176696,0.2696547,0.036006,0.01459788,0.003019893,0.3371544,0.2542447,0.001844723,0.02171069],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1958956,"threshold_uncertainty_score":0.6553361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187589248900786,"score_gpt":0.3068012391033157,"score_spread":0.2749253466143078,"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."}}