{"id":"W7132954956","doi":"","title":"Preventing Osteoporotic Fractures in Men Living with HIV: Model Calibration and Economic Evaluation Studies","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microsimulation; Calibration; Simulated annealing; Markov model; Osteoporosis; Economic evaluation; Time horizon; Simulation modeling","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":[0.02925017,0.001653323,0.002165696,0.001362979,0.0007252383,0.001708955,0.002434097,0.002104727,0.002776925],"category_scores_gemma":[0.07587339,0.0009539092,0.002572588,0.002053954,0.001048469,0.001820627,0.001493521,0.002527478,0.0001243229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100057,"about_ca_system_score_gemma":0.006430856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07113732,"about_ca_topic_score_gemma":0.03832852,"domain_scores_codex":[0.9914178,0.007171655,0.0002303401,0.0002976714,0.000494452,0.000388035],"domain_scores_gemma":[0.9310407,0.06173263,0.002390103,0.001455206,0.002953243,0.0004280148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007761528,0.0005994447,0.007522035,0.0004630421,0.0005110719,0.00006466546,0.00008533847,0.9696528,0.0001096169,0.008865236,0.0006610171,0.01068964],"study_design_scores_gemma":[0.0005666859,0.0009542237,0.003332308,0.0002605573,0.0004948872,0.00003236057,0.0001356106,0.9867014,0.0003873,0.006128364,0.0009542319,0.00005209159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896528,0.006830514,0.07216756,0.004061168,0.0001195744,0.003031227,0.00233726,0.0001594391,0.0147652],"genre_scores_gemma":[0.9683862,0.001803707,0.02644873,0.0003301119,0.00002558466,0.001324866,0.0007343205,0.00002266731,0.0009237955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07113732,"threshold_uncertainty_score":0.1546916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803875998027488,"score_gpt":0.4075480268784865,"score_spread":0.3695092668982116,"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."}}