{"id":"W2014342819","doi":"10.1111/j.1523-536x.2008.00301.x","title":"Preventive Labor Induction‐AMOR‐IPAT: Much Promise, Not Yet Realized","year":2009,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Dysfunctional family; Induction of labor; Labor induction; Cohort; Medicine; Pregnancy; Retrospective cohort study; Obstetrics; Randomized controlled trial; Style (visual arts); Surgery; Internal medicine; Biology; Psychiatry; History; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001440843,0.0001080331,0.0002010617,0.00007971486,0.00007791968,0.00001340149,0.00006694426,0.00006711455,0.002008879],"category_scores_gemma":[0.00005465711,0.00008628042,0.00009149399,0.0001655837,0.00002479822,0.00007135625,0.00001723567,0.0001598914,0.0002352702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004575471,"about_ca_system_score_gemma":0.00006947058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001938583,"about_ca_topic_score_gemma":0.00002578785,"domain_scores_codex":[0.9990985,0.00004273753,0.0002689392,0.0001943374,0.0001830771,0.000212415],"domain_scores_gemma":[0.99943,0.000011686,0.00008231732,0.0002063338,0.000108016,0.0001616391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01595749,0.009252484,0.05300864,0.01173535,0.0006610943,0.001389456,0.007316354,0.000005425954,0.0531202,0.0963741,0.1639516,0.5872279],"study_design_scores_gemma":[0.002382441,0.001312212,0.5620977,0.0004321786,0.00002902919,0.0001662443,0.00007887201,0.00003667107,0.01217445,0.002264527,0.4188655,0.0001601835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823678,0.0001729749,0.0000362732,0.006741023,0.000375324,0.0005163752,0.0001723466,0.0001174647,0.009500468],"genre_scores_gemma":[0.8722235,0.00006174281,0.0005250935,0.001178288,0.0002293514,0.00003648049,0.00003390031,0.000010378,0.1257013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5870677,"threshold_uncertainty_score":0.9989034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364723456349926,"score_gpt":0.3548691949048821,"score_spread":0.3183968492698895,"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."}}