{"id":"W6949762934","doi":"10.5281/zenodo.3337401","title":"NeuroEDDU protocols_iPSC culture","year":2019,"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":"Induced pluripotent stem cell; Cell culture; Stem cell; Human 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":[0.002016202,0.002085561,0.002101411,0.003504592,0.003293952,0.002441831,0.005065743,0.001581031,0.1226298],"category_scores_gemma":[0.001536736,0.001693661,0.001607995,0.001832331,0.0009123972,0.0009648017,0.003010153,0.004061578,0.1096507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215776,"about_ca_system_score_gemma":0.00271212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003718633,"about_ca_topic_score_gemma":0.01228515,"domain_scores_codex":[0.997744,0.0002364121,0.0003041448,0.0004374463,0.001036601,0.0002415403],"domain_scores_gemma":[0.9988172,0.0001688475,0.00006603603,0.0004361093,0.0003579121,0.0001538749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009238369,0.0004655213,0.001015026,0.003297982,0.0001628841,0.001394292,0.0008728238,0.001431513,0.5976421,0.01767899,0.2585309,0.1165841],"study_design_scores_gemma":[0.00008433122,0.00009738331,0.001357624,0.000262535,0.0001023227,0.0008582622,0.00004601189,0.0005847297,0.1203243,0.001607145,0.8745943,0.0000810993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.0245198,0.01516143,0.3119551,0.001460996,0.004435286,0.01583334,0.2679418,0.03535688,0.3233355],"genre_scores_gemma":[0.04530761,0.01376447,0.2262405,0.002280242,0.0004810349,0.03658919,0.3604685,0.01425226,0.3006163],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1226298,"threshold_uncertainty_score":0.4102376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783436079350809,"score_gpt":0.2509583516437975,"score_spread":0.2331239908502894,"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."}}