{"id":"W6931053455","doi":"10.5281/zenodo.3823450","title":"Generation and profiling of Forebrain Spheroids","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Forebrain; Spheroid; Profiling (computer programming); Progenitor cell; Central nervous system; Mammalian brain","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":[0.0008146302,0.0006190762,0.0008401605,0.001624163,0.001279534,0.0009528238,0.0005678329,0.0006436316,0.009406945],"category_scores_gemma":[0.0005303773,0.0005797385,0.0007366745,0.0009708035,0.0004573722,0.0004114506,0.0008676528,0.001829165,0.01193311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023113,"about_ca_system_score_gemma":0.0007908488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255457,"about_ca_topic_score_gemma":0.003234565,"domain_scores_codex":[0.9992582,0.00007055954,0.00009805663,0.0001718597,0.0002852948,0.0001159697],"domain_scores_gemma":[0.9995866,0.00006478741,0.00004025747,0.0001178085,0.0001074984,0.00008304331],"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":[0.0001044039,0.0000406958,0.000510643,0.0001776103,0.00001760149,0.000324529,0.0001890556,0.0005269681,0.9784638,0.002295062,0.003162153,0.01418746],"study_design_scores_gemma":[0.00004764273,0.0001816666,0.008037784,0.0001340439,0.00006648526,0.001228128,0.0001474411,0.003135786,0.8216743,0.0007548499,0.1645358,0.00005604672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1794557,0.005434894,0.6598179,0.0007969832,0.001353531,0.01024148,0.07277115,0.008080795,0.06204753],"genre_scores_gemma":[0.2767653,0.008544125,0.5376665,0.0005924918,0.0001547901,0.01353559,0.09085733,0.003317644,0.06856619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009406945,"threshold_uncertainty_score":0.0314694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215484446501771,"score_gpt":0.2606237516296628,"score_spread":0.1390753069794857,"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."}}