{"id":"W6930447709","doi":"10.5281/zenodo.14675773","title":"LRRK2-Associated Parkinsonism With and Without In Vivo Evidence of Pathologic Alpha-Synuclein: Clinical and Biomarker Characterization","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Biomarker; Parkinsonism; In vivo; Disease; Parkinson's disease","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":[0.0005110693,0.0006816838,0.0005630922,0.001048531,0.0003479127,0.0005598934,0.0002762461,0.0006866532,0.000957646],"category_scores_gemma":[0.0009671735,0.0002227753,0.000265518,0.0004140518,0.0007197415,0.0005078282,0.0003791928,0.0003924389,0.0003189073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185427,"about_ca_system_score_gemma":0.0001994265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005190225,"about_ca_topic_score_gemma":0.0005641551,"domain_scores_codex":[0.9997566,0.00003720741,0.00003821106,0.00007974874,0.00004766486,0.00004051619],"domain_scores_gemma":[0.9995677,0.00007723794,0.0001363447,0.00004227514,0.00006191133,0.0001144918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0143837,0.0008742042,0.5221708,0.0002251386,0.0002812301,0.06282181,0.0005637299,0.000262506,0.3773351,0.0004920439,0.0004954421,0.0200942],"study_design_scores_gemma":[0.0002097317,0.003173155,0.8349349,0.00002306249,0.000209329,0.1365723,0.0003340873,0.001214385,0.0216438,0.0004675961,0.001187185,0.00003039821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977849,0.0006406162,0.0003526275,0.00004181212,0.000009319603,0.00002018047,0.0001240698,0.00001142502,0.001015108],"genre_scores_gemma":[0.9992581,0.000125249,0.0001770517,0.00003870324,0.0000120693,0.000006243628,0.0001845105,0.000004213991,0.0001939554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048531,"threshold_uncertainty_score":0.00320363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07044491675109534,"score_gpt":0.3171330159438264,"score_spread":0.2466880991927311,"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."}}