{"id":"W4403141700","doi":"10.1080/17582024.2024.2404378","title":"Mapping the journey of patients and care partners living with adult-onset leukoencephalopathy with axonal spheroids and pigmented glia: developing a framework for improvements in care","year":2024,"lang":"en","type":"article","venue":"Neurodegenerative Disease Management","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Leukoencephalopathy; Spheroid; Medicine; Neuroscience; Psychology; Biology; Pathology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008803246,0.0003087684,0.0001997427,0.0002029564,0.0003268969,0.00024601,0.0001686288,0.00002822997,0.000005492756],"category_scores_gemma":[0.0001226633,0.0002146679,0.00003963329,0.0004842826,0.0001293303,0.0002555523,0.0001628732,0.0001433146,8.819551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006788295,"about_ca_system_score_gemma":0.00008764132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002081066,"about_ca_topic_score_gemma":0.00003551513,"domain_scores_codex":[0.9978653,0.0002088725,0.0003411622,0.0008077811,0.000468511,0.0003084121],"domain_scores_gemma":[0.9991549,0.0001993893,0.0001305748,0.000230065,0.0001551508,0.000129958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003849145,0.000908067,0.1428442,0.01659117,0.0004182463,0.001160171,0.08118609,0.01183107,0.07038195,0.6046158,0.0006436224,0.06557041],"study_design_scores_gemma":[0.012846,0.004597262,0.3860706,0.008820903,0.0007589539,0.00003109629,0.0600952,0.04973593,0.4664927,0.004001291,0.002743962,0.003806058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972124,0.000239137,0.02494817,0.0004475414,0.0001759653,0.001822891,0.0001147789,0.00005960799,0.00006792639],"genre_scores_gemma":[0.9947619,0.0001896812,0.003128805,0.001309379,0.00003047309,0.0004729012,0.0000234,0.00004556665,0.00003789672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006145,"threshold_uncertainty_score":0.8753901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656992698641835,"score_gpt":0.2688620492360712,"score_spread":0.2422921222496528,"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."}}