{"id":"W3114173090","doi":"10.22541/au.159986416.64546950","title":"CERVICAL PESSARY PLUS VAGINAL PROGESTERONE IN A SINGLETON PREGNANCY WITH A SHORT CERVIX: AN ANALYSIS OF EFFICACY BASED ON THE LEARNING CURVE AND CUMULATIVE SUM ANALYSIS (LC-CUSUM) IN A QUASI-RANDOMIZED CLINICAL TRIAL","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Pessary; Medicine; CUSUM; Cervix; Obstetrics; Gynecology; Randomized controlled trial; Population; Singleton; Pregnancy; Surgery; Statistics; Internal medicine; Mathematics","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":[0.01158747,0.001247742,0.003732908,0.0007264612,0.0005632706,0.0009941903,0.0009086793,0.001840445,0.004069519],"category_scores_gemma":[0.01792905,0.0006181776,0.002902556,0.0004779026,0.001940585,0.001496762,0.0007819277,0.001377698,0.0003317331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289869,"about_ca_system_score_gemma":0.002384707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006765021,"about_ca_topic_score_gemma":0.0009990999,"domain_scores_codex":[0.985746,0.01161994,0.0008543054,0.0007229248,0.0006558444,0.0004009974],"domain_scores_gemma":[0.9846405,0.008902541,0.003607724,0.0009918676,0.0006597302,0.001197567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9743392,0.007820054,0.001601391,0.000711668,0.001047233,0.00002238909,0.00006430886,0.000340437,0.0006300109,0.000140953,0.0001015906,0.01318066],"study_design_scores_gemma":[0.739716,0.2524927,0.003477454,0.0001219383,0.001082045,0.00003019232,0.00005791032,0.001777479,0.0005088475,0.0003671883,0.0003393104,0.00002896468],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835662,0.003860428,0.001854905,0.0004339705,0.0004988387,0.008853268,0.0001989061,0.00005262662,0.0006810049],"genre_scores_gemma":[0.9887263,0.0009211152,0.0032547,0.0003106325,0.0003765649,0.005750899,0.0001110893,0.000008811067,0.0005399294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158747,"threshold_uncertainty_score":0.06128114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08084384331290884,"score_gpt":0.3725923230969645,"score_spread":0.2917484797840557,"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."}}