{"id":"W4313246814","doi":"10.26508/lsa.202201583","title":"Trans-differentiation of trophoblast stem cells: implications in placental biology","year":2022,"lang":"en","type":"article","venue":"Life Science Alliance","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; Council of Scientific and Industrial Research, India; Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Trophoblast; Cell biology; Biology; Stem cell; Placentation; Cellular differentiation; Gene; Genetics; Placenta","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172765,0.00006362968,0.0001576796,0.00007743629,0.0001855898,0.000003816252,0.0002151727,0.00001693045,0.00006206038],"category_scores_gemma":[0.00001574298,0.00005971451,0.00003470305,0.0006769936,0.0002977188,0.00008033551,0.00007077734,0.0001226455,0.000002849679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007399739,"about_ca_system_score_gemma":0.0001656954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001792037,"about_ca_topic_score_gemma":0.00001790985,"domain_scores_codex":[0.9991468,0.00003823294,0.0002015404,0.0002435334,0.000171026,0.0001988928],"domain_scores_gemma":[0.9996032,0.00004054765,0.00007553655,0.0001967681,0.00002964595,0.00005430979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001355562,0.0002874219,0.2802546,0.00006637538,0.0000149458,0.000001793057,0.002309136,0.0002776615,0.7086467,0.003920147,0.0002191113,0.003866595],"study_design_scores_gemma":[0.001911149,0.0005425825,0.9177635,0.0001254133,0.00002848257,0.00001178095,0.001733827,0.001399353,0.07119299,0.0007423954,0.004342333,0.000206137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951022,0.001091865,0.000423689,0.001789757,0.0002032691,0.0002883775,0.00004479363,0.00001921796,0.001036826],"genre_scores_gemma":[0.9990721,0.0001965797,0.0002516435,0.0002591568,0.00001441847,0.00007893241,0.000004030274,0.000003506695,0.0001196255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375089,"threshold_uncertainty_score":0.2435087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364148294733511,"score_gpt":0.2899481197127908,"score_spread":0.2563066367654557,"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."}}