{"id":"W4403207788","doi":"10.1212/cpj.0000000000200371","title":"Net Health System Costs of Parkinson Disease","year":2024,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Disease; Parkinson's disease; Business; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146488,0.0001720318,0.0005337938,0.00008797371,0.00005724214,0.00001703164,0.00009225032,0.0001507832,0.00005269753],"category_scores_gemma":[0.002177835,0.000140467,0.0002388891,0.0001884259,0.0001074293,0.00014439,0.00006065048,0.0005737703,0.000318884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005908562,"about_ca_system_score_gemma":0.0005891138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007254304,"about_ca_topic_score_gemma":0.000003874098,"domain_scores_codex":[0.9971691,0.0008558143,0.0007545906,0.0006117675,0.0003093231,0.0002994476],"domain_scores_gemma":[0.9959639,0.00253163,0.0002612958,0.0004816898,0.00009514523,0.0006663795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04726323,0.01335453,0.2732981,0.004086747,0.003420896,0.05665092,0.0001835522,0.00003588936,0.00008797085,0.06340834,0.06879886,0.469411],"study_design_scores_gemma":[0.001894044,0.003045958,0.1675585,0.0002213498,0.000910505,0.0003791129,0.00002593564,0.003117186,0.000006835076,0.0001174522,0.8226181,0.0001050035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7922412,0.028796,0.002043214,0.1484124,0.008604798,0.002379453,0.0002380301,0.0009948261,0.0162901],"genre_scores_gemma":[0.9830491,0.001026997,0.0007281398,0.01464502,0.0003402758,0.00003020395,0.00003208857,0.00003531194,0.0001128824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7538192,"threshold_uncertainty_score":0.5728077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067945452298518,"score_gpt":0.4118020292532271,"score_spread":0.3611225747302419,"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."}}