{"id":"W4382068353","doi":"10.17504/protocols.io.81wgbx1q1lpk/v1","title":"Basic maintenance protocol for human induced pluripotent stem cell (hIPSCs) v1","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Induced pluripotent stem cell; Protocol (science); Human Induced Pluripotent Stem Cells; Stem cell; Computer science; Cell biology; Biology; Computational biology; Embryonic stem cell; Medicine; Genetics","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":[0.0009118445,0.001263449,0.001018883,0.00179948,0.001168146,0.0007135036,0.001672526,0.0006892853,0.04451861],"category_scores_gemma":[0.001108004,0.0006533531,0.0007660883,0.001404927,0.0003223326,0.0004466693,0.001048316,0.001947963,0.03703346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737428,"about_ca_system_score_gemma":0.0009109978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777566,"about_ca_topic_score_gemma":0.002822289,"domain_scores_codex":[0.9991353,0.0001086941,0.000114399,0.0001499925,0.0004200531,0.00007162095],"domain_scores_gemma":[0.999549,0.00005167857,0.00002382454,0.0001449761,0.000179725,0.00005083624],"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":[0.0004886182,0.0001987797,0.0008245656,0.001416857,0.00008812608,0.0008374751,0.0003892074,0.0007924633,0.7520211,0.01000721,0.1542395,0.07869603],"study_design_scores_gemma":[0.0001333154,0.0001960196,0.003219831,0.0001672432,0.0001216583,0.002268008,0.00005629376,0.001048694,0.2688562,0.003552906,0.7202974,0.00008239825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04168979,0.01347136,0.5959393,0.001720521,0.004554516,0.01006692,0.2153527,0.01643906,0.1007658],"genre_scores_gemma":[0.07276502,0.01259554,0.3784688,0.001347501,0.0008151793,0.01790892,0.3900259,0.005848444,0.1202247],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04451861,"threshold_uncertainty_score":0.1489296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701448918229937,"score_gpt":0.3549118415026544,"score_spread":0.2678973523203551,"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."}}