{"id":"W6950415447","doi":"10.5281/zenodo.3733913","title":"NeuroEDDU protocols_iPSC culture_interactive protocol","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Induced pluripotent stem cell; Protocol (science); Interface (matter); Stem cell; Human interface device","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":[0.002788062,0.002102538,0.001808629,0.003670765,0.002651579,0.002095816,0.004169728,0.002162142,0.2718229],"category_scores_gemma":[0.002810461,0.003037686,0.001821198,0.001959937,0.001002704,0.001604635,0.003224672,0.004476448,0.1830887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599576,"about_ca_system_score_gemma":0.002463703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809234,"about_ca_topic_score_gemma":0.007520622,"domain_scores_codex":[0.996949,0.0005353616,0.0005180137,0.0004589837,0.001092621,0.0004459854],"domain_scores_gemma":[0.9978741,0.0005581449,0.0001002368,0.0009384946,0.0003733966,0.0001555188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001101159,0.0005457977,0.0006935884,0.002582445,0.000139046,0.0006195461,0.0005285123,0.0009488754,0.345747,0.01842685,0.5406241,0.08804306],"study_design_scores_gemma":[0.0001784458,0.00007219041,0.001114586,0.00020531,0.00006254212,0.0004274541,0.00003262596,0.000793657,0.136116,0.002151235,0.8587587,0.00008716816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.01102102,0.003830187,0.3288271,0.001632441,0.003472284,0.01599647,0.394623,0.07597469,0.1646229],"genre_scores_gemma":[0.03251251,0.005741004,0.189152,0.002344766,0.0004227404,0.06541602,0.4272277,0.03137694,0.2458063],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2718229,"threshold_uncertainty_score":0.9093381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949876851339359,"score_gpt":0.2823272083959748,"score_spread":0.2628284398825812,"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."}}