{"id":"W4392079206","doi":"10.1097/ogx.0000000000001224","title":"Postnatal Care: A Comparative Review of Guidelines","year":2024,"lang":"en","type":"review","venue":"Obstetrical & Gynecological Survey","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Excellence; Postnatal Care; Health care; Family medicine; Postpartum period; Nursing; Urinary incontinence; Mental health; Public health; Pregnancy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007556493,0.0006615108,0.004996405,0.0002198525,0.00005786962,0.00001887255,0.0003766058,0.0006107564,0.0008596379],"category_scores_gemma":[0.006419364,0.0003774648,0.00106961,0.001351942,0.00015169,0.00003350377,0.0003319638,0.001110094,0.000975518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874575,"about_ca_system_score_gemma":0.0005010877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007799732,"about_ca_topic_score_gemma":0.000006362167,"domain_scores_codex":[0.9947168,0.001054648,0.002284704,0.0007588328,0.0006623925,0.0005226204],"domain_scores_gemma":[0.9938145,0.004076355,0.0005493445,0.0005245643,0.0005912923,0.0004439072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004213929,0.0002013159,0.00009044092,0.793497,0.0001975192,0.000520621,0.00001820279,1.620441e-8,1.992293e-8,0.00006543766,0.00567885,0.1996884],"study_design_scores_gemma":[0.0001544492,0.0006574103,0.001097549,0.3698481,0.001110408,0.0001490176,0.00000467832,6.27327e-7,7.467233e-7,0.00000378687,0.6267278,0.0002454031],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001953899,0.9931053,0.00000147624,0.00009803855,0.001406156,0.002319397,0.000892911,0.00009798778,0.002059225],"genre_scores_gemma":[0.0001039887,0.9958819,0.0003001818,0.0007486612,0.0001420448,0.0001904895,0.001332274,0.00004428171,0.001256243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.621049,"threshold_uncertainty_score":0.9998677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3258798755950042,"score_gpt":0.5036274422731066,"score_spread":0.1777475666781024,"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."}}