{"id":"W4210829510","doi":"10.3233/jpd-213006","title":"Surveying Global Availability of Parkinson’s Disease Treatment","year":2022,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"Barts Charity","keywords":"Disease; Parkinson's disease; Treatment effect; MEDLINE; Burden of disease; Low income","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003420049,0.0001770148,0.0002558671,0.001912631,0.0001846078,0.0005182751,0.0003463899,0.0003051074,0.002217813],"category_scores_gemma":[0.00660807,0.0001451017,0.0003404811,0.002564509,0.0003093964,0.0007145954,0.000756612,0.0004024388,0.0003472566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980127,"about_ca_system_score_gemma":0.0005509794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005300602,"about_ca_topic_score_gemma":0.004531369,"domain_scores_codex":[0.9974748,0.00119968,0.0004671502,0.0001980588,0.0004513466,0.000208796],"domain_scores_gemma":[0.9902397,0.002410512,0.004648916,0.0003654161,0.001592905,0.0007425076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004788585,0.00002057378,0.9840104,0.0002298508,0.00007696606,0.00004246203,0.0006886911,0.0001526377,0.0001119699,0.00006095797,0.001819616,0.012738],"study_design_scores_gemma":[0.000003946001,0.0001051294,0.9939201,0.0001372172,0.00002004153,0.0001085543,0.001940111,0.0001321071,0.00006681548,0.00001921737,0.003540146,0.000006702708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799985,0.001827346,0.0002678764,0.001061046,0.00002863131,0.000081981,0.009674889,0.00002035025,0.00703942],"genre_scores_gemma":[0.9952978,0.0009555422,0.000403869,0.0002128871,0.00001957311,0.00007389318,0.002712065,0.000004213694,0.0003201687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005300602,"threshold_uncertainty_score":0.01808721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273360231904368,"score_gpt":0.300140849873958,"score_spread":0.2674072475549143,"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."}}