{"id":"W4391241486","doi":"10.1017/9781009070256.001","title":"Preface to <i>Obstetric Anesthesia and Uncommon Disorders</i>, 3rd edition","year":2024,"lang":"en","type":"other","venue":"","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Anesthesia; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001013872,0.001260427,0.00101261,0.004299467,0.0006416882,0.001960389,0.0009633142,0.001033526,0.2418466],"category_scores_gemma":[0.006700644,0.0004071456,0.0005965454,0.002633026,0.000404634,0.001722283,0.001012376,0.002899177,0.1951703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009269177,"about_ca_system_score_gemma":0.00148291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004050162,"about_ca_topic_score_gemma":0.005185296,"domain_scores_codex":[0.9996299,0.00006028949,0.00006203693,0.00004442866,0.0001736539,0.00002969901],"domain_scores_gemma":[0.9950518,0.001542291,0.0002890833,0.0001938564,0.002272578,0.0006503639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006513484,0.000004736081,0.00002145236,0.0001008133,7.558314e-7,0.00001479686,0.000004864112,0.0000288962,0.00004076145,0.0001721939,0.9854387,0.01416553],"study_design_scores_gemma":[0.000004127868,0.00001021964,0.0003555745,0.0003709925,0.000001927479,0.0001388842,0.00001218792,0.0000291256,0.00003133246,0.0005289254,0.998512,0.000004858453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005239989,0.0849468,0.004438031,0.05863204,0.4662933,0.0005153806,0.01400208,0.001560757,0.3690876],"genre_scores_gemma":[0.00227882,0.07697996,0.002907838,0.02942608,0.2155347,0.0005369923,0.01255959,0.001229966,0.6585461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7581534,"threshold_uncertainty_score":0.8090574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008242217493241642,"score_gpt":0.2527873752051337,"score_spread":0.2445451577118921,"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."}}