{"id":"W4295925074","doi":"10.1038/s42003-022-03905-9","title":"Finding the potency in planarians","year":2022,"lang":"en","type":"letter","venue":"Communications Biology","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Planarian; Induced pluripotent stem cell; Biology; Stem cell; Regeneration (biology); Regenerative medicine; Flatworm; Cell biology; Stem cell biology; Zoology; Embryonic stem cell; Genetics; Embryo","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682279,0.000189212,0.0001901019,0.0001247004,0.000434334,0.00001196517,0.001818258,0.0008801392,0.0001118769],"category_scores_gemma":[0.0001458803,0.0001557069,0.00008404049,0.0001763425,0.0002967354,0.000001838995,0.0006814514,0.001691393,0.00002306107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000498361,"about_ca_system_score_gemma":0.0001344378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180753,"about_ca_topic_score_gemma":0.0003995979,"domain_scores_codex":[0.9981017,0.0008950724,0.0002822856,0.0003402494,0.0000453634,0.0003353502],"domain_scores_gemma":[0.997712,0.000202746,0.000156835,0.001887247,0.00002681607,0.00001442007],"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":[0.00003050797,0.00002642307,0.003737685,0.000005103972,0.00006505438,0.000006998241,0.00004901306,0.0000355154,0.002104369,0.0006827709,0.9922785,0.0009780186],"study_design_scores_gemma":[0.0001630691,0.0001461706,0.0005557394,0.000003674433,0.00001885441,0.00004525309,0.00001580828,0.00009079827,0.00004930017,0.001053649,0.9976758,0.0001819361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008294458,0.003676818,0.000161432,0.9883525,0.0002694942,0.0003137134,0.0002156425,0.00001798628,0.006162917],"genre_scores_gemma":[0.1158001,0.001725964,0.0001488681,0.8398788,0.0008271653,0.0003268508,0.03905712,0.00003976124,0.002195403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1484738,"threshold_uncertainty_score":0.7348356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351884350382804,"score_gpt":0.2979175858776659,"score_spread":0.2627291508393855,"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."}}