{"id":"W6969208085","doi":"10.5281/zenodo.8256636","title":"Induction of Dopaminergic Neuronal Progenitors From iPSCs Using Microfabricated Disk","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dopaminergic; Induced pluripotent stem cell; Embryoid body; Progenitor cell; Progenitor; Neural stem cell; Human Induced Pluripotent Stem Cells","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":[0.0003346516,0.0007111768,0.0004992899,0.0005522867,0.000703953,0.000465518,0.000908208,0.0004888764,0.01027009],"category_scores_gemma":[0.0002338469,0.000515302,0.0005473588,0.0003430142,0.0002286634,0.0003014625,0.0004786509,0.00107378,0.008003255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640137,"about_ca_system_score_gemma":0.0004825327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000709667,"about_ca_topic_score_gemma":0.002077955,"domain_scores_codex":[0.9995446,0.00002225135,0.00005460789,0.0001019171,0.000215999,0.00006068761],"domain_scores_gemma":[0.9998415,0.00003154811,0.00001775091,0.00004952443,0.00003732416,0.00002238355],"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":[0.00002992409,0.00002833275,0.0001150287,0.0000974937,0.000005209091,0.0001149306,0.00004784005,0.0001429713,0.9916852,0.0004607695,0.001159679,0.006112758],"study_design_scores_gemma":[0.00001354868,0.00006317091,0.001460401,0.00002322642,0.00001647442,0.0004389101,0.00002624971,0.0007594456,0.950682,0.0001429915,0.04635995,0.00001357349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3800628,0.008006619,0.4532423,0.0008703877,0.00117902,0.005433338,0.03326507,0.00910439,0.1088361],"genre_scores_gemma":[0.3706943,0.007926324,0.4032023,0.000581457,0.0001070616,0.0073566,0.0573541,0.002091343,0.1506865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027009,"threshold_uncertainty_score":0.03435689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990494449438814,"score_gpt":0.260919273559325,"score_spread":0.2210143290649368,"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."}}