{"id":"W4312221962","doi":"10.1016/j.bpobgyn.2022.102304","title":"The cost of preterm birth and cesarean section as a result of infertility and its treatment: A review","year":2022,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Infertility; Fertility; Obstetrics; Pregnancy; In vitro fertilisation; Gynecology; Assisted reproductive technology; Environmental health; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01224935,0.0003975464,0.002966336,0.0005873485,0.0004591027,0.00001997574,0.0004541187,0.001043363,0.0002842653],"category_scores_gemma":[0.4170153,0.0002558166,0.0004467645,0.002379748,0.001923207,0.000180825,0.0009630964,0.00408808,0.00001669044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963953,"about_ca_system_score_gemma":0.002351464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405274,"about_ca_topic_score_gemma":0.00001540415,"domain_scores_codex":[0.9872349,0.007663246,0.002465686,0.001238706,0.0008118742,0.0005856012],"domain_scores_gemma":[0.8826995,0.111549,0.002246023,0.001680327,0.001531291,0.000293901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003024919,0.001943619,0.001125611,0.02105501,0.0008650715,0.0002655045,0.00003757,7.866405e-9,1.458529e-7,0.0004792028,0.0001304312,0.9737954],"study_design_scores_gemma":[0.001357793,0.01116899,0.002085338,0.003176386,0.002994026,0.0005724841,0.0001593525,0.000001706539,0.000001563919,0.0001274906,0.9781909,0.0001639455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002969443,0.985006,8.944109e-7,0.001178164,0.0008237521,0.005899659,0.00007426443,0.00003282403,0.006687536],"genre_scores_gemma":[0.001515953,0.9962919,0.00006572997,0.00005996594,0.00007710679,0.0008674896,0.00004919289,0.00004658481,0.001026128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780605,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3041000002411556,"score_gpt":0.5421738364581662,"score_spread":0.2380738362170106,"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."}}