{"id":"W4392967757","doi":"10.21203/rs.3.rs-3575549/v1","title":"Metabolic rewiring underpins human trophoblast induction","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"H. Lundbeck A/S; Novo Nordisk Fonden; Novo Nordisk; Lundbeckfonden","keywords":"Trophoblast; Biology; Computational biology; Cell biology; Genetics; Pregnancy; Placenta; Fetus","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":[0.0006276916,0.0002798754,0.000341061,0.0003411488,0.0002123432,0.001244065,0.0002886139,0.0006310891,0.004394662],"category_scores_gemma":[0.0009932423,0.000242955,0.0004047856,0.0003566517,0.0004800734,0.0004663135,0.0009274543,0.0007849535,0.0006904662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105571,"about_ca_system_score_gemma":0.0005016245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007091221,"about_ca_topic_score_gemma":0.0007502836,"domain_scores_codex":[0.9996815,0.00008887365,0.00001531635,0.00008437804,0.00005951702,0.00007041892],"domain_scores_gemma":[0.9995033,0.0001637871,0.0001050783,0.0001331786,0.00003287347,0.00006176256],"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":[0.004405573,0.000180838,0.01088076,0.0005786158,0.0001600096,0.0009639891,0.00044536,0.001371925,0.9117889,0.0218013,0.001557736,0.04586487],"study_design_scores_gemma":[0.0001245447,0.001461155,0.08201377,0.0001459001,0.0002270059,0.00133828,0.0007272223,0.002574885,0.845777,0.02196037,0.04359947,0.00005045247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392164,0.01490974,0.01458511,0.004158464,0.0005529711,0.00009446788,0.002015289,0.0002582324,0.02420942],"genre_scores_gemma":[0.9874795,0.004290182,0.002592091,0.000291427,0.00007403528,0.0000415599,0.0006905143,0.00004437245,0.0044962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004394662,"threshold_uncertainty_score":0.01470155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486100556935507,"score_gpt":0.4422230420734121,"score_spread":0.2936129863798613,"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."}}