{"id":"W4390350531","doi":"10.14740/jcgo912","title":"Association of Labor and Lactate Levels","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Association (psychology); Psychology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006193264,0.0001522557,0.0002437122,0.0005814083,0.0002287942,0.0005298847,0.0002325167,0.0002287423,0.002042991],"category_scores_gemma":[0.006201039,0.0001208802,0.0001726308,0.0005819167,0.000340958,0.0002195142,0.0003340757,0.0005227193,0.0001806212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027044,"about_ca_system_score_gemma":0.0005575571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215405,"about_ca_topic_score_gemma":0.0009505348,"domain_scores_codex":[0.9992725,0.0001830381,0.0001319402,0.0001247982,0.0001762073,0.0001114813],"domain_scores_gemma":[0.9928563,0.002539629,0.003281372,0.0002272154,0.0005170107,0.0005784773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162384,0.00001029047,0.9984618,0.00000965614,0.00001158292,0.00012287,0.00002348579,0.000022331,0.0001348355,0.00001201783,0.0000299213,0.001044983],"study_design_scores_gemma":[0.000005073971,0.0001920219,0.9974983,0.00001804637,0.00002064397,0.0013968,0.0001468391,0.0002151024,0.0002360982,0.00004742964,0.000219489,0.00000407017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982322,0.0007849479,0.0001749551,0.0000931123,0.000007936191,0.000008330559,0.0002064892,0.000004960898,0.0004872212],"genre_scores_gemma":[0.9994503,0.0001939505,0.0001122723,0.00001665785,0.000008314897,0.000005731873,0.0001459531,0.000001587845,0.00006531429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002042991,"threshold_uncertainty_score":0.006834447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09049994509537305,"score_gpt":0.4094865170140499,"score_spread":0.3189865719186768,"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."}}