{"id":"W7047603991","doi":"","title":"Fostering Excellence in Obstetrical Surgery","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placenta accreta; Vaginal birth; Caesarean section; Excellence; Vaginal delivery; Obstetrics and gynaecology; Caesarean delivery","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":[],"consensus_categories":[],"category_scores_codex":[0.02774047,0.000421383,0.0007681692,0.004227924,0.001335452,0.007198268,0.001064815,0.002361097,0.003937241],"category_scores_gemma":[0.0670549,0.0003713894,0.001190255,0.003527964,0.003322815,0.005647657,0.006563307,0.002849502,0.0006319718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007213984,"about_ca_system_score_gemma":0.03190343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008748696,"about_ca_topic_score_gemma":0.01511213,"domain_scores_codex":[0.9679466,0.02078286,0.002668664,0.001199457,0.005878475,0.001523925],"domain_scores_gemma":[0.9517636,0.02902322,0.005492589,0.001620778,0.009716985,0.002382924],"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":[0.00007465186,0.00009211175,0.004380426,0.05599281,0.0005069827,0.0002072421,0.005265764,0.0009397253,0.0003927774,0.2008842,0.1040243,0.627239],"study_design_scores_gemma":[0.00007645562,0.0002354287,0.01174432,0.1791094,0.0003882226,0.0005933082,0.007973943,0.0004817664,0.0005955895,0.05825114,0.7404817,0.00006868448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005948002,0.7554109,0.00782595,0.1752224,0.0041874,0.0003763541,0.0001390889,0.000106931,0.05078291],"genre_scores_gemma":[0.1866102,0.7597259,0.01962958,0.02686916,0.002932045,0.0004832523,0.0001741619,0.00004653771,0.003529102],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02774047,"threshold_uncertainty_score":0.1467074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4783420975344373,"score_gpt":0.5604401892551897,"score_spread":0.08209809172075239,"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."}}