{"id":"W4409643669","doi":"10.1080/03007995.2025.2495171","title":"Association of OFF period characteristics with patient communication behaviors in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Parkinson's disease; Association (psychology); Disease; Period (music); Internal medicine; Gerontology","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":[0.001081635,0.0002233024,0.0002305408,0.0007301286,0.0003062676,0.0005843444,0.0002126084,0.0003476647,0.001511595],"category_scores_gemma":[0.005735713,0.0001428602,0.0003306747,0.0007702088,0.0001773429,0.0004518843,0.0005510161,0.0004713134,0.0001291562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293695,"about_ca_system_score_gemma":0.0002307924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845982,"about_ca_topic_score_gemma":0.00220073,"domain_scores_codex":[0.9991559,0.000304446,0.00016872,0.0001058919,0.0001803569,0.00008471059],"domain_scores_gemma":[0.9926499,0.001663391,0.004828888,0.0001737523,0.0003421225,0.0003419359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005267558,0.00002621167,0.998741,0.00001141324,0.00001792043,0.00003810099,0.00007627691,0.00001647225,0.00005076149,0.000003728967,0.00002602902,0.0009393927],"study_design_scores_gemma":[0.000001949742,0.0001091301,0.9992481,0.00000825977,0.00001158391,0.0002412655,0.0001796156,0.00009575111,0.00002767575,0.000007680479,0.00006681051,0.00000209667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999306,0.000145958,0.0000410524,0.00002896015,0.000002210655,0.000005552347,0.0001818897,0.000001829912,0.0002865609],"genre_scores_gemma":[0.9995009,0.00008891828,0.0000821716,0.00001252985,0.000005804258,0.000007624884,0.0002116318,0.000001019005,0.00008936238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845982,"threshold_uncertainty_score":0.005720258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760859820761235,"score_gpt":0.385980931094842,"score_spread":0.3483723328872296,"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."}}