{"id":"W4220696194","doi":"","title":"In-hospital complications in pregnancies conceived by assisted reproductive technology","year":2022,"lang":"en","type":"article","venue":"Keele Research Repository (Keele University)","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Assisted reproductive technology; Pregnancy; Obstetrics; Intensive care medicine; Gynecology; Infertility","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":[],"consensus_categories":[],"category_scores_codex":[0.0005862392,0.0001883417,0.0004005868,0.002252739,0.000819782,0.0000125279,0.0006051771,0.0002324005,0.00005627358],"category_scores_gemma":[0.0004156377,0.0002242696,0.00008502438,0.004764964,0.001301105,0.0002395229,0.000703069,0.002172757,0.00001726959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568396,"about_ca_system_score_gemma":0.0005277626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624261,"about_ca_topic_score_gemma":0.00003087362,"domain_scores_codex":[0.9967343,0.0005611986,0.0003150893,0.001183516,0.0005377933,0.0006681078],"domain_scores_gemma":[0.9979841,0.0001464759,0.000131136,0.001192257,0.0004397642,0.0001062651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001603341,0.01105424,0.5796514,0.0002554758,0.000491321,0.01321135,0.002833158,0.00009855704,0.2861634,0.06908665,0.02957441,0.005976676],"study_design_scores_gemma":[0.009391219,0.004916692,0.4248031,0.0006943996,0.0001117463,0.001568796,0.03704995,0.0001954285,0.1060256,0.003547404,0.4105287,0.001166997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335088,0.002431751,0.00002830748,0.01166063,0.0002400941,0.001635011,0.00002129059,0.0002661033,0.05020798],"genre_scores_gemma":[0.9673322,0.00008729202,0.0002073666,0.00002097104,0.00003733,0.0001046065,0.00002724526,0.00002487255,0.03215806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809543,"threshold_uncertainty_score":0.943967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464590311192632,"score_gpt":0.2948057362846951,"score_spread":0.2701598331727688,"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."}}