{"id":"W2622611122","doi":"10.1111/bpa.12522","title":"Astrocytes in a dish: Using pluripotent stem cells to model neurodegenerative and neurodevelopmental disorders","year":2017,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Parkinson's UK","keywords":"Neuroscience; Neurodegeneration; Induced pluripotent stem cell; Biology; Neuron; Astrocyte; Phenotype; Disease; Embryonic stem cell; Central nervous system; Medicine; Pathology; Gene","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":[0.0005492799,0.0004993884,0.0003417701,0.0004854713,0.0003427121,0.0005471078,0.0005180493,0.0005883849,0.0007647794],"category_scores_gemma":[0.0001641136,0.0002488161,0.0003386245,0.0003414475,0.0007469663,0.0004215283,0.0007065008,0.001150437,0.0005128014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903908,"about_ca_system_score_gemma":0.0003034165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008212332,"about_ca_topic_score_gemma":0.001676324,"domain_scores_codex":[0.9995748,0.00007398486,0.00005228301,0.0000510749,0.0002221451,0.00002562619],"domain_scores_gemma":[0.999905,0.00002291361,0.0000201467,0.00001886063,0.00001451748,0.00001849758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009516978,0.00003686663,0.0002779443,0.0003118864,0.00001617632,0.0003807546,0.0001553511,0.001407776,0.9859806,0.003337314,0.0002684155,0.00773159],"study_design_scores_gemma":[0.00003612112,0.0007651696,0.001400929,0.0001055702,0.00008578204,0.001356682,0.0001427912,0.004651898,0.9529218,0.002644426,0.03585856,0.00003020359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5910589,0.04067828,0.3288363,0.002181915,0.001612759,0.001051757,0.002883936,0.001177216,0.03051896],"genre_scores_gemma":[0.7629988,0.02945406,0.1921064,0.000482616,0.0001456306,0.0004888123,0.001643779,0.0001758879,0.01250396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008212332,"threshold_uncertainty_score":0.002904952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367738968508867,"score_gpt":0.2854083867636651,"score_spread":0.2317309970785764,"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."}}