{"id":"W4407270081","doi":"10.1136/bmjopen-2024-095721","title":"Microsimulation models on child and adolescent health: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Uppsala Universitet","keywords":"Medicine; Protocol (science); Microsimulation; Child health; Public health; Health services research; Family medicine; Alternative medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008694186,0.0003489157,0.00227903,0.0003870679,0.0003251882,0.0007494139,0.001147433,0.0001565038,0.0000408003],"category_scores_gemma":[0.0009509066,0.0002448783,0.0003098049,0.0009998793,0.00003125312,0.0003175076,0.0005904071,0.000270175,0.00006333285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630162,"about_ca_system_score_gemma":0.001069243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001771941,"about_ca_topic_score_gemma":0.00003165532,"domain_scores_codex":[0.9943523,0.001077439,0.002293786,0.001005033,0.001003907,0.0002674881],"domain_scores_gemma":[0.9963953,0.0005677387,0.001586777,0.001124051,0.0001956697,0.0001304088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001368094,0.00003303785,3.75437e-7,0.1810029,0.000007692885,3.746948e-7,0.00001330559,0.0001088331,9.015617e-10,0.0001769291,0.007106638,0.8115363],"study_design_scores_gemma":[0.0001869955,0.00004435113,8.184514e-7,0.6426368,0.000042571,0.000005734375,0.000004755775,0.00105462,6.65595e-9,0.0009212146,0.3549261,0.0001760791],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.198705e-9,0.5991335,0.001228727,0.000637999,0.00008340911,0.3947146,0.00002079791,0.00001764038,0.004163306],"genre_scores_gemma":[6.544536e-8,0.7402122,0.0003693304,0.002778628,0.00004500979,0.2561687,0.00003639417,0.00001654082,0.0003731222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8113602,"threshold_uncertainty_score":0.9985849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5766560351375128,"score_gpt":0.6364923334884371,"score_spread":0.0598362983509243,"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."}}