{"id":"W3004469337","doi":"10.2196/14109","title":"Quality of Pregnancy Dating and Obstetric Interventions During Labor: Retrospective Database Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Quality (philosophy); Pregnancy; Obstetrics; Medicine; Database; Computer science; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004678681,0.0003732188,0.001518297,0.004001678,0.000538464,0.001369089,0.0009992231,0.0006659838,0.001474813],"category_scores_gemma":[0.01355012,0.0007314793,0.001536276,0.008877399,0.0004431137,0.0009277486,0.001179742,0.0007890592,0.0002469921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196978,"about_ca_system_score_gemma":0.00175621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043586,"about_ca_topic_score_gemma":0.008037049,"domain_scores_codex":[0.991729,0.002515339,0.002437843,0.001480644,0.001289887,0.0005472417],"domain_scores_gemma":[0.9778956,0.006638799,0.01097768,0.002329022,0.00143573,0.0007231993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003226447,0.00004004527,0.9977564,0.0001796126,0.0004020417,0.00006599509,0.0000884679,0.00007358368,0.00005597551,0.00002602778,0.0001600653,0.0008290755],"study_design_scores_gemma":[0.00005410763,0.0002077162,0.9970537,0.0001149339,0.0006131499,0.0004856304,0.0003660639,0.0005202363,0.00008749589,0.00003375294,0.0004470249,0.00001617365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890229,0.002192374,0.0004379818,0.00006201376,0.000008129402,0.0001357987,0.007822822,0.000007793627,0.0003101818],"genre_scores_gemma":[0.9926234,0.0007426379,0.0004969463,0.00006763488,0.00001418275,0.0002157989,0.005760191,0.000007146226,0.00007199902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043586,"threshold_uncertainty_score":0.02474356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548242789858424,"score_gpt":0.3474412993274623,"score_spread":0.2819588714288781,"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."}}