{"id":"W3210002237","doi":"10.5281/zenodo.3515463","title":"Quantitative characterization of variability in cortical neurons between healthy human induced pluripotent stem cell lines","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Induced pluripotent stem cell; Cortical neurons; Stem cell; Neuroscience; Biology; Cell culture; Embryonic stem cell; Cell biology; Genetics; 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":[0.0008293004,0.0002701094,0.000264725,0.0006798378,0.000258757,0.0005339689,0.0002367433,0.000345614,0.001201583],"category_scores_gemma":[0.001527568,0.0001946559,0.000276051,0.0005243496,0.0004168107,0.0001823595,0.0003024995,0.0004021591,0.0003764575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148501,"about_ca_system_score_gemma":0.0001832079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010771,"about_ca_topic_score_gemma":0.001576589,"domain_scores_codex":[0.9992003,0.00008041626,0.0000984794,0.0002512597,0.0003005603,0.00006907489],"domain_scores_gemma":[0.9987198,0.0005304815,0.0002016652,0.000168966,0.0003260652,0.00005302809],"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":[0.0001574531,0.00004673801,0.02291199,0.00007283715,0.00006144193,0.00007372645,0.0002093442,0.001076809,0.9633615,0.00023763,0.0002020113,0.01158856],"study_design_scores_gemma":[0.000009682503,0.000233828,0.226183,0.00002041641,0.0000980096,0.0004056709,0.0001965959,0.007098053,0.7623132,0.0005730066,0.002839589,0.00002877317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224048,0.0006524306,0.07064932,0.0000647793,0.00003155201,0.00008402034,0.003530193,0.0003847262,0.002198306],"genre_scores_gemma":[0.9692649,0.0003491458,0.02209212,0.0001157417,0.00001099761,0.000364527,0.006012003,0.0001705964,0.001619937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201583,"threshold_uncertainty_score":0.004385769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121495998031079,"score_gpt":0.3183491910315196,"score_spread":0.1968531930004406,"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."}}