{"id":"W4393063294","doi":"10.21203/rs.3.rs-4105101/v1","title":"Comparison of the ability of different quantitative indices in 123I-FP-CIT single-photon emission computed tomography to differentiate dopaminergic neurodegenerative disease","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dopaminergic; Single-photon emission computed tomography; Disease; Medicine; Computed tomography; Neuroscience; Nuclear medicine; Pathology; Psychology; Internal medicine; Radiology; Dopamine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002032743,0.0007050783,0.0003098398,0.002686094,0.0001781931,0.0007022414,0.0003274223,0.0004936323,0.0006857155],"category_scores_gemma":[0.004981858,0.0002505099,0.0003579036,0.0005849961,0.0004833546,0.0004701967,0.000318505,0.0002146717,0.0002763217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365001,"about_ca_system_score_gemma":0.0001293341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007923337,"about_ca_topic_score_gemma":0.001005168,"domain_scores_codex":[0.9993041,0.0002483694,0.000101247,0.0001427082,0.0001571217,0.00004641923],"domain_scores_gemma":[0.9981772,0.0008961157,0.0003315616,0.0001544389,0.0003411742,0.00009963566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001929299,0.0001725776,0.9018163,0.0001567547,0.0005514054,0.0004262113,0.0003078406,0.002218165,0.04533134,0.000260517,0.0003202727,0.0465092],"study_design_scores_gemma":[0.0001133849,0.0006945857,0.9672737,0.00002568503,0.0002206596,0.00295168,0.0003375389,0.01338866,0.01396667,0.0004452644,0.0005434128,0.00003874575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944203,0.0007834423,0.003247315,0.00002476224,0.000007813317,0.0000225378,0.0002027487,0.0000338039,0.001257182],"genre_scores_gemma":[0.9982492,0.0001004816,0.001360118,0.000008978621,0.000005969455,0.00001677187,0.0001522493,0.000006139388,0.0001001964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002686094,"threshold_uncertainty_score":0.01075029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286258695951725,"score_gpt":0.4192717592467786,"score_spread":0.2906458896516061,"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."}}