{"id":"W4416339843","doi":"10.1016/j.placenta.2025.08.069","title":"Isolation-free Identification and Phenotyping of First-Trimester Extravillous Trophoblasts Recovered from Cervical Fluid","year":2025,"lang":"en","type":"article","venue":"Placenta","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Identification (biology); Amniotic fluid; Fetal membrane; Body fluid","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":[0.0003407235,0.0003392373,0.0002633061,0.0007318527,0.000364923,0.0004609301,0.000364894,0.0004744926,0.000795211],"category_scores_gemma":[0.001082925,0.0001853296,0.0002163647,0.0004189236,0.0003543438,0.0002049108,0.0005034807,0.0004328101,0.0005878945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265548,"about_ca_system_score_gemma":0.0003457906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369374,"about_ca_topic_score_gemma":0.001427539,"domain_scores_codex":[0.9995487,0.0001091855,0.00005266467,0.0001033438,0.00008941372,0.000096724],"domain_scores_gemma":[0.9997355,0.0001092746,0.00002288673,0.00006093312,0.00004203697,0.00002932077],"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":[0.0003051721,0.00002839393,0.009041429,0.00005499028,0.000007913177,0.0005896421,0.0002605252,0.00003963893,0.985595,0.00007836982,0.00007665973,0.003922416],"study_design_scores_gemma":[0.00002922466,0.0005688333,0.1084993,0.00005177644,0.00009317067,0.006186876,0.001099054,0.000880293,0.8740331,0.0002415737,0.008300451,0.00001641266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797848,0.00221483,0.01283451,0.0002780175,0.00007323678,0.0002578736,0.001440869,0.00009770954,0.003018191],"genre_scores_gemma":[0.9806866,0.001607189,0.01173832,0.0001113712,0.00004152733,0.0001277934,0.00308723,0.00004084532,0.00255913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001369374,"threshold_uncertainty_score":0.0027228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008576321956474177,"score_gpt":0.2381584815678439,"score_spread":0.2295821596113697,"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."}}