{"id":"W2074222083","doi":"10.1136/bmj.328.7451.1302","title":"Forceps delivery in modern obstetric practice","year":2004,"lang":"en","type":"review","venue":"BMJ","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Forceps delivery; Forceps; Obstetrical Forceps; Computer science; Medicine; Pregnancy; Data science; World Wide Web; Surgery; Vaginal delivery; Biology","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":[0.0002664562,0.0001868272,0.0008243717,0.0002800832,0.00002504876,0.00001143549,0.00009957734,0.0002048132,0.0003384156],"category_scores_gemma":[0.000346846,0.0001433438,0.000332773,0.0003016196,0.00001387983,0.0000742301,0.00005260753,0.0004559161,0.0005042265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509307,"about_ca_system_score_gemma":0.0004721685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005329781,"about_ca_topic_score_gemma":0.0000220112,"domain_scores_codex":[0.9985698,0.00008367972,0.0007018516,0.0002220844,0.0002031321,0.0002194874],"domain_scores_gemma":[0.9990968,0.0001818596,0.0002692525,0.000271841,0.00006373993,0.0001165154],"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":[0.00001934383,0.0001108396,0.000002857571,0.1307019,0.0000326846,0.0005824614,0.00002502629,6.266795e-7,8.29519e-9,0.0001558712,0.0004332029,0.8679352],"study_design_scores_gemma":[0.0003114259,0.0001215475,0.00002209544,0.05819028,0.0001769715,0.001442857,0.0000118264,0.00001240757,6.123555e-8,0.00007163289,0.9395213,0.0001175772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001018372,0.986779,0.00003514894,0.0003054096,0.0004189229,0.001134036,0.00005060603,0.00002813945,0.01123856],"genre_scores_gemma":[0.00005458137,0.9771449,0.0005061576,0.0001976807,0.0002315917,0.0001777275,0.00006255717,0.0000298849,0.02159493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9390881,"threshold_uncertainty_score":0.6480981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340339625956594,"score_gpt":0.4695472481470036,"score_spread":0.3355132855513442,"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."}}