{"id":"W2760984499","doi":"10.1016/s1474-4422(17)30334-4","title":"Challenges and unfulfilled promises in Parkinson's disease","year":2017,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Enthusiasm; Toll; Disease; Parkinson's disease; Medicine; Psychiatry; Intensive care medicine; Gerontology; Psychology; Pathology; Immunology; Social psychology","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":[0.02813007,0.001246998,0.003783784,0.001823157,0.003897123,0.009308974,0.002491724,0.01705168,0.01208166],"category_scores_gemma":[0.02495651,0.0007498311,0.001267963,0.001242034,0.02039646,0.02393469,0.008614656,0.02107752,0.00432832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006533861,"about_ca_system_score_gemma":0.0125113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0037632,"about_ca_topic_score_gemma":0.008403917,"domain_scores_codex":[0.9930856,0.003104839,0.0005543203,0.0005730431,0.00164621,0.00103596],"domain_scores_gemma":[0.9688469,0.01835337,0.001286931,0.001376965,0.004496966,0.005638808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009428585,0.00028926,0.001223412,0.003786215,0.0002413652,0.0007634961,0.001597172,0.0008949452,0.001041346,0.2763179,0.407164,0.305738],"study_design_scores_gemma":[0.0001978454,0.0002330747,0.0009078005,0.001914959,0.00007852886,0.0004938408,0.002102205,0.0004066629,0.0002089397,0.3962751,0.5970659,0.0001151164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008471581,0.3902844,0.0005968406,0.5949145,0.008481286,0.000005222069,0.00007952078,0.0000516432,0.004739443],"genre_scores_gemma":[0.07263289,0.5944341,0.003538574,0.2511266,0.06976191,0.00007874048,0.0002292433,0.0001015564,0.008096289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02813007,"threshold_uncertainty_score":0.1487678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573003395095584,"score_gpt":0.3077320751474033,"score_spread":0.2420020411964474,"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."}}