{"id":"W6977423019","doi":"10.6084/m9.figshare.28862706","title":"Additional file 5 of A 3D human iPSC-derived multi-cell type neurosphere system to model cellular responses to chronic amyloidosis","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Neurosphere; Amyloidosis; Oxidizing agent; Cell culture; Chronic stroke; Confocal","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001958201,0.0001977596,0.0002826091,0.0001075871,0.0002855242,0.0001279707,0.0003373425,0.00005695101,0.9636459],"category_scores_gemma":[0.001483363,0.0001708143,0.0001328047,0.0001466525,0.00001610299,0.00005193256,0.0001910695,0.0001080212,0.003675081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318422,"about_ca_system_score_gemma":0.0001247789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064543,"about_ca_topic_score_gemma":0.0009081994,"domain_scores_codex":[0.9988769,0.00004623818,0.0003056741,0.0003252541,0.0002145151,0.0002314345],"domain_scores_gemma":[0.9986185,0.0002705516,0.0001169192,0.0003111338,0.0005872881,0.00009553952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001918998,0.00005116284,1.897977e-7,0.0003695253,0.00003982876,0.00001565551,0.001319629,0.0008651514,0.0008553003,0.0002148213,0.9961969,0.00005270543],"study_design_scores_gemma":[0.0002240392,0.0001178487,0.00003815854,0.003063891,0.00006344823,4.934219e-7,0.001219506,0.01483716,0.001013842,0.000009081198,0.9790876,0.0003249209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000750253,0.00008584443,0.000003687609,0.00003051864,0.00005988984,0.0002581879,0.9813921,0.0001123606,0.01730715],"genre_scores_gemma":[0.1903821,2.181382e-7,0.0008092028,0.0004791722,0.0005254771,0.000617269,0.6441163,0.00003674427,0.1630335],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9599708,"threshold_uncertainty_score":0.9971007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180691456228564,"score_gpt":0.2455479641724513,"score_spread":0.2037410496101657,"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."}}