{"id":"W6904787498","doi":"10.1371/journal.pone.0312117.s001","title":"Search criteria.","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":"Disease; Dementia; Web of science; Social risk; Degenerative disease; Risk assessment","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":[],"category_scores_codex":[0.01538465,0.003564594,0.01531152,0.02942557,0.002415706,0.00538609,0.005842733,0.005529973,0.2773653],"category_scores_gemma":[0.05797918,0.001987319,0.006022759,0.02410578,0.001598948,0.006149377,0.004167742,0.003133327,0.03699308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121793,"about_ca_system_score_gemma":0.03564997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592583,"about_ca_topic_score_gemma":0.02363169,"domain_scores_codex":[0.9882505,0.002590448,0.006040627,0.001241638,0.001262503,0.0006142893],"domain_scores_gemma":[0.9671745,0.01758484,0.005281288,0.00138643,0.007442008,0.001130947],"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":[0.001299831,0.00009350351,0.0006422564,0.8053424,0.00106732,0.0004890325,0.0007084782,0.0002853629,0.0002824781,0.002753532,0.1521228,0.03491312],"study_design_scores_gemma":[0.004230511,0.0003602119,0.002921716,0.6058674,0.003729779,0.0004507993,0.001174874,0.0003733528,0.0003768032,0.005591927,0.3747448,0.0001779168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002895649,0.06831506,0.006478945,0.007731815,0.002115541,0.3238171,0.5445333,0.001068281,0.04304437],"genre_scores_gemma":[0.008932607,0.05174141,0.01277818,0.009535467,0.0005910337,0.8192478,0.07247218,0.0006217295,0.02407962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7226347,"threshold_uncertainty_score":0.9278793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238903518459397,"score_gpt":0.524012497512933,"score_spread":0.3001221456669934,"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."}}