{"id":"W6923659876","doi":"10.1371/journal.pone.0286245.s001","title":"PRISMA 2020 checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Minority Rights and Languages","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Family history; Risk factor; Epidemiology; Blood pressure; Disease; Sedentary lifestyle; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005331234,0.00004529854,0.00004665941,0.00001746227,0.0001537948,0.0002042819,0.0001387474,0.00005875347,0.6966377],"category_scores_gemma":[0.00024014,0.00003449273,0.00004330763,0.000151091,0.000009217905,0.0001159752,0.0000248463,0.00008348998,0.009509832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419098,"about_ca_system_score_gemma":0.0000990691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002435784,"about_ca_topic_score_gemma":0.0005445622,"domain_scores_codex":[0.9994905,0.00002489473,0.00005379227,0.0001240566,0.0001575709,0.0001491683],"domain_scores_gemma":[0.9997693,0.00005679361,0.000009246445,0.00007414073,0.00002292493,0.00006761533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.392082e-7,0.000003371307,0.000004113368,0.00004082754,0.000003701603,0.00005274261,0.005390206,6.442541e-8,0.000003877815,0.003436678,0.9827892,0.008274953],"study_design_scores_gemma":[0.00001334003,0.000003826523,0.0001723673,0.000224239,0.000002042914,7.651956e-7,0.0003948049,0.00001986277,0.00004219063,0.000264615,0.9987998,0.00006214299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009449033,0.005706577,6.630533e-7,0.003340939,0.0003687054,0.0002032887,0.06088763,0.0005179304,0.9280294],"genre_scores_gemma":[0.5872203,0.00005967463,0.0001201308,0.000772883,0.005700143,0.0001385697,0.03545681,0.00003607721,0.3704954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6871279,"threshold_uncertainty_score":0.9912614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813336140089131,"score_gpt":0.3244332829790115,"score_spread":0.2962999215781202,"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."}}