{"id":"W125238587","doi":"10.1007/978-1-62703-128-8_31","title":"Feeder-Independent Culture Systems for Human Pluripotent Stem Cells","year":2012,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"","keywords":"Induced pluripotent stem cell; Embryonic stem cell; Human Induced Pluripotent Stem Cells; KOSR; Cryopreservation; Biology; Cell biology; Stem cell; Cell culture; Embryo; 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":[0.001158718,0.001152039,0.0006773389,0.001297975,0.0007970071,0.0009502219,0.001791277,0.0007732084,0.006334865],"category_scores_gemma":[0.001185754,0.0005315021,0.0006138,0.001171739,0.0003038765,0.0007608315,0.001021105,0.001575923,0.007852719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596071,"about_ca_system_score_gemma":0.0006478754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008744627,"about_ca_topic_score_gemma":0.002590114,"domain_scores_codex":[0.9985572,0.0002070049,0.0002601499,0.0001969437,0.0006817348,0.00009708649],"domain_scores_gemma":[0.9992925,0.0001835377,0.0001098731,0.0001517254,0.0001999367,0.00006249524],"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":[0.0002278373,0.00008845594,0.0004080768,0.001671534,0.00005341517,0.0005405324,0.0004601596,0.0004708789,0.9387146,0.004792614,0.01062208,0.04194978],"study_design_scores_gemma":[0.00006201289,0.0002606786,0.001623828,0.0002601937,0.0001674099,0.001801782,0.00007530313,0.001175002,0.6959105,0.001254666,0.2973299,0.00007880796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1164037,0.06896553,0.6779572,0.001724712,0.003396751,0.006361393,0.06018507,0.006641933,0.05836367],"genre_scores_gemma":[0.228793,0.07694606,0.5077937,0.001379381,0.0006550663,0.009486842,0.1111963,0.001195844,0.0625539],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006334865,"threshold_uncertainty_score":0.02119225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882779427638928,"score_gpt":0.3939983264600084,"score_spread":0.3551705321836191,"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."}}