{"id":"W6939483990","doi":"10.6084/m9.figshare.13250949","title":"Additional file 1 of Cesarean delivery or induction of labor in pre-labor twin gestations: a secondary analysis of the twin birth study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Cesarean delivery; Twin Pregnancy; Table (database); Induction of labor; Labor induction; Pregnancy","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":[0.00187528,0.0008442863,0.001225842,0.002476147,0.0008475609,0.0008917858,0.001199154,0.0007811256,0.5910939],"category_scores_gemma":[0.03342027,0.0004365254,0.0009706028,0.004951628,0.0002103591,0.001128274,0.0007613545,0.0008949963,0.0340021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027107,"about_ca_system_score_gemma":0.002031762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141039,"about_ca_topic_score_gemma":0.01416033,"domain_scores_codex":[0.9985337,0.0003354958,0.0003477736,0.0003237208,0.0002549781,0.0002042545],"domain_scores_gemma":[0.9768025,0.01420641,0.003965646,0.001607196,0.002806203,0.0006121088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001088001,0.0001765981,0.02966873,0.003836059,0.0002710143,0.0001125188,0.0001419464,0.000689111,0.0001209104,0.001100769,0.9545979,0.008196412],"study_design_scores_gemma":[0.02131171,0.001648408,0.4403301,0.01380114,0.001627705,0.001900789,0.001464655,0.006203466,0.001515267,0.01313817,0.496695,0.0003636279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001034827,0.00003243616,0.0001975929,0.00006712415,0.00001447024,0.0001816651,0.9974572,0.00004287645,0.0009717832],"genre_scores_gemma":[0.04246847,0.0002971783,0.002701966,0.0006155786,0.0001586658,0.008109624,0.9343554,0.0003170202,0.01097613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5910939,"threshold_uncertainty_score":0.5832549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142288666341518,"score_gpt":0.2706505568075663,"score_spread":0.2392276701441511,"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."}}