{"id":"W3114991344","doi":"10.1002/stem.3315","title":"Directed differentiation and direct reprogramming: Applying stem cell technologies to hearing research","year":2020,"lang":"en","type":"review","venue":"Stem Cells","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Bern","keywords":"Reprogramming; Biology; Induced pluripotent stem cell; Spiral ganglion; Neuroscience; Stem cell; Cochlea; Sensory system; Directed differentiation; Cell type; Cellular differentiation; Progenitor cell; Hearing loss; Embryonic stem cell; Cell biology; Cell; Genetics; Gene; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005548983,0.0008346297,0.0008274406,0.002094137,0.0002016167,0.0008877508,0.0008604496,0.0008384978,0.002360514],"category_scores_gemma":[0.0004927259,0.0002212412,0.0004384268,0.001681954,0.0005970197,0.001125005,0.0007496275,0.001867328,0.001837639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006346639,"about_ca_system_score_gemma":0.0006989184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006361642,"about_ca_topic_score_gemma":0.0009237134,"domain_scores_codex":[0.9997978,0.00003411438,0.00002245839,0.00003650095,0.00009029128,0.00001891944],"domain_scores_gemma":[0.9998093,0.0001106513,0.00001464775,0.000008898267,0.00003939181,0.00001707603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004417073,0.00007715556,0.000125492,0.01282961,0.00006189019,0.0002967051,0.00008817897,0.0004471636,0.009334991,0.01289254,0.01963625,0.9441658],"study_design_scores_gemma":[0.00001217725,0.00008979074,0.000552799,0.002031691,0.00006284968,0.001312847,0.00004868987,0.0001185543,0.00255338,0.004826167,0.9883712,0.00001988734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001968655,0.9960671,0.0007798411,0.0002155109,0.000345781,0.000008726442,0.00002118172,0.00001735376,0.002347751],"genre_scores_gemma":[0.0008407675,0.9975883,0.0005707932,0.0001727253,0.0001418056,0.00001189708,0.00003739011,0.000002957261,0.0006334808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002360514,"threshold_uncertainty_score":0.007896721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124223524433774,"score_gpt":0.3769978593500508,"score_spread":0.1645755069066734,"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."}}