{"id":"W6885928375","doi":"10.1371/journal.pone.0312117.s003","title":"PRISMA checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Disease; Web of science; Social risk; Risk assessment; Degenerative disease","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":[0.06043867,0.003802335,0.007020306,0.01259114,0.002764402,0.007511153,0.008491348,0.004542744,0.4273458],"category_scores_gemma":[0.165772,0.004708109,0.01339427,0.01258487,0.002574063,0.004233362,0.005191237,0.007552082,0.04528688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008896555,"about_ca_system_score_gemma":0.04892332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200531,"about_ca_topic_score_gemma":0.01947801,"domain_scores_codex":[0.9582877,0.01962412,0.01422654,0.003162082,0.003759462,0.0009401635],"domain_scores_gemma":[0.8575929,0.09297537,0.01055144,0.01158378,0.02574042,0.001555951],"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":[0.001854974,0.000282453,0.0005751001,0.3880168,0.001932286,0.0001758725,0.0008719104,0.00126391,0.0002395843,0.01039832,0.5398253,0.0545634],"study_design_scores_gemma":[0.01550758,0.0003857389,0.003335683,0.1599403,0.003009873,0.00029419,0.001470172,0.002157535,0.0005898034,0.035938,0.7769397,0.0004314697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0010889,0.007291996,0.02043587,0.009925038,0.004598863,0.289999,0.6438504,0.007662208,0.01514777],"genre_scores_gemma":[0.002482599,0.003426979,0.07088025,0.001899841,0.0001905134,0.88293,0.03059891,0.0008982269,0.006692764],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9395613,"threshold_uncertainty_score":0.8168218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009799301107439,"score_gpt":0.4474010063434297,"score_spread":0.3464210762326858,"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."}}