{"id":"W6949891195","doi":"10.5281/zenodo.3515462","title":"Quantitative characterization of variability in cortical neurons between healthy human induced pluripotent stem cell lines","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Induced pluripotent stem cell; Reprogramming; Cell culture; Cortical neurons; Cell type; Neural stem cell; Human Induced Pluripotent Stem Cells; Neuron; Embryonic stem cell","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":[0.0007566246,0.0002609243,0.0002537852,0.0006579317,0.0002488894,0.0005319377,0.0002196617,0.0003293583,0.001015042],"category_scores_gemma":[0.001420698,0.0001831523,0.0002573725,0.0005156718,0.0004120348,0.000170836,0.0002929486,0.0003545698,0.0003254548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985425,"about_ca_system_score_gemma":0.000180662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041218,"about_ca_topic_score_gemma":0.001488752,"domain_scores_codex":[0.9992298,0.00008538782,0.00009516293,0.0002424972,0.0002790104,0.00006820824],"domain_scores_gemma":[0.9988458,0.0004694076,0.000183286,0.00015685,0.0002913474,0.00005332239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000174177,0.00004582723,0.03155443,0.00007476921,0.00006892189,0.0000761042,0.0002349243,0.001219971,0.9548339,0.0002289688,0.0001604164,0.01132753],"study_design_scores_gemma":[0.000009727212,0.0002527796,0.2917622,0.00001926023,0.0001083973,0.0004390524,0.0002301248,0.006928115,0.6968244,0.0005760815,0.002820039,0.00002987393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424126,0.0005764674,0.05222523,0.00004310705,0.00002204395,0.00006365289,0.002663395,0.000250335,0.001743158],"genre_scores_gemma":[0.9769732,0.0003090318,0.01569708,0.00008119747,0.000009146038,0.0002872951,0.005221126,0.0001259879,0.001295877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041218,"threshold_uncertainty_score":0.004001439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606981090822317,"score_gpt":0.2449485529826879,"score_spread":0.1988787420744648,"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."}}