{"id":"W2799327244","doi":"10.1016/j.ajog.2018.04.060","title":"Prediction calculator for induction of labor: no Holy Grail yet!","year":2018,"lang":"en","type":"letter","venue":"American Journal of Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Holy Grail; Scopus; Induction of labor; Calculator; Nomogram; Labor induction; Population; Bishop score; Cohort; MEDLINE; Cervix; Pregnancy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.005075511,0.0008794785,0.001393801,0.001223732,0.001779221,0.002853676,0.001430604,0.01171994,0.01155351],"category_scores_gemma":[0.06339097,0.0005199178,0.001242555,0.0005229217,0.001957037,0.004181595,0.001929716,0.02480394,0.008721487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958802,"about_ca_system_score_gemma":0.003219624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294808,"about_ca_topic_score_gemma":0.002919261,"domain_scores_codex":[0.995459,0.002028367,0.0005689015,0.0003564865,0.001285922,0.0003014554],"domain_scores_gemma":[0.9742987,0.01602277,0.001258106,0.001106101,0.00428555,0.003028922],"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":[0.0001713953,0.0001156538,0.00458923,0.00005535319,0.0000251703,0.001058021,0.0001119489,0.0002647519,0.00007947201,0.005250768,0.9206352,0.06764305],"study_design_scores_gemma":[0.0006338897,0.0003841529,0.004451382,0.001982097,0.0001307367,0.004373843,0.0007417112,0.006696621,0.0004810307,0.05197649,0.927922,0.0002260522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005840627,0.001819706,0.001267345,0.9799989,0.01276994,0.00001726163,0.00008013465,0.0001385298,0.00332415],"genre_scores_gemma":[0.02906229,0.006995359,0.0135524,0.7700561,0.1606728,0.000311526,0.0005338517,0.0003062153,0.01850943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01171994,"threshold_uncertainty_score":0.03865027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061831048112234,"score_gpt":0.3098804503552714,"score_spread":0.2792621398741491,"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."}}