{"id":"W4392014344","doi":"10.1016/j.placenta.2024.02.006","title":"Engineering placental trophoblast fusion: A potential role for biomechanics in syncytialization","year":2024,"lang":"en","type":"review","venue":"Placenta","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut National de la Recherche Scientifique; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Syncytiotrophoblast; Trophoblast; Cell fusion; Syncytium; Fusion; Process (computing); Cell biology; Biology; Computer science; Cell; Placenta; Pregnancy; Immunology; Fetus; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005398153,0.0005715766,0.001035541,0.001843924,0.0002516219,0.0009222149,0.0005479222,0.001070353,0.001797927],"category_scores_gemma":[0.0004965668,0.000209265,0.0005064904,0.001257421,0.0005416555,0.0009780965,0.0005814016,0.001238292,0.0008730312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004148,"about_ca_system_score_gemma":0.0007036596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007588182,"about_ca_topic_score_gemma":0.0009691673,"domain_scores_codex":[0.9998572,0.00002976935,0.00002095338,0.00002436558,0.00005058647,0.00001714248],"domain_scores_gemma":[0.9997966,0.0001220973,0.00002394854,0.000006674357,0.00003635396,0.00001437936],"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":[0.00007940479,0.00009186877,0.0002096585,0.02966763,0.0001119725,0.0004894112,0.0001421431,0.0006811486,0.01456234,0.01296229,0.01236323,0.928639],"study_design_scores_gemma":[0.0000173306,0.0001977586,0.0009538528,0.004321148,0.0001355338,0.001935448,0.0001191658,0.0001736527,0.005280038,0.003986992,0.9828489,0.00003017804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001999054,0.9986331,0.0002277212,0.000192958,0.0000963652,0.000003472889,0.000009519842,0.000005655348,0.0006313026],"genre_scores_gemma":[0.001216988,0.9980538,0.000251184,0.00009750573,0.00006165776,0.000006214381,0.00001361179,0.000001480483,0.0002975657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001843924,"threshold_uncertainty_score":0.006014645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471702119269765,"score_gpt":0.3032703378826492,"score_spread":0.2785533166899516,"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."}}