{"id":"W6904662598","doi":"10.1371/journal.pone.0281074.s001","title":"Supplemental study methods and results.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heel; Cohort; Gestational age; Cord blood; Pregnancy; Cohort study; Umbilical cord; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006815161,0.001997214,0.001505822,0.004598591,0.002287157,0.003907478,0.003597939,0.004033983,0.790016],"category_scores_gemma":[0.06008282,0.001677466,0.001691659,0.004024032,0.0006235856,0.002107074,0.002386575,0.00288808,0.2520938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674688,"about_ca_system_score_gemma":0.01063274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642687,"about_ca_topic_score_gemma":0.0211213,"domain_scores_codex":[0.9965141,0.001014199,0.0004234072,0.000828548,0.00081694,0.0004027734],"domain_scores_gemma":[0.9761086,0.01508753,0.001211349,0.002446157,0.003808948,0.001337404],"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":[0.0003056547,0.0001967269,0.003201071,0.00271521,0.0001099113,0.0001183177,0.0001278148,0.0004251696,0.0001300377,0.002943489,0.9679356,0.02179099],"study_design_scores_gemma":[0.001992176,0.0002366032,0.01148326,0.00561066,0.0002518119,0.0005855378,0.000473873,0.001918364,0.0004019009,0.01637696,0.9605348,0.0001341444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009010255,0.0004306578,0.00874063,0.001722388,0.001684302,0.002517203,0.9668868,0.001921415,0.01519554],"genre_scores_gemma":[0.01788881,0.001816173,0.05208762,0.009580685,0.001609787,0.03257376,0.809828,0.003481462,0.07113361],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.209984,"threshold_uncertainty_score":0.2995167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08541876515914307,"score_gpt":0.4172571883528438,"score_spread":0.3318384231937007,"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."}}