{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051126,0.0003321021,0.0002698756,0.001285068,0.0003179444,0.001013045,0.0006170765,0.0002242604,0.002248439],"category_scores_gemma":[0.004932658,0.0001712709,0.0005910686,0.002266059,0.0003077956,0.0004828173,0.0005960217,0.0004562298,0.0002078787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00950138,"about_ca_system_score_gemma":0.006935731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3310219,"about_ca_topic_score_gemma":0.4930015,"domain_scores_codex":[0.9985072,0.0003907107,0.0001965966,0.0001378438,0.0005445444,0.0002230167],"domain_scores_gemma":[0.9963884,0.0004337145,0.001628297,0.0001137242,0.001122673,0.0003130833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186461,0.00004102663,0.9439488,0.0006397058,0.001429467,0.0001175364,0.0002089252,0.00957993,0.000159145,0.003026701,0.00870573,0.03192434],"study_design_scores_gemma":[0.00003432501,0.00009116172,0.9771016,0.0003403179,0.0003268801,0.0003692279,0.0002096003,0.006366554,0.0001390241,0.001398579,0.01360145,0.00002130565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8427511,0.01199747,0.006909015,0.00387687,0.0001521723,0.0003789767,0.1092374,0.0001287367,0.02456834],"genre_scores_gemma":[0.9761017,0.002732243,0.002347469,0.0001851699,0.0000532034,0.00008708493,0.01677612,0.00001170915,0.001705397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3310219,"threshold_uncertainty_score":0.6581903,"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."}}