{"id":"W2116873208","doi":"10.1071/nb12116","title":"Are pregnancy outcomes associated with risk factor reporting in routinely collected perinatal data?","year":2013,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Pregnancy; Medical record; Risk factor; Obstetrics; Kappa; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01157673,0.0004102989,0.001115261,0.0003995446,0.0005165478,0.0009080827,0.001752055,0.0001946748,0.004354607],"category_scores_gemma":[0.1064627,0.0002712646,0.0001289657,0.001607173,0.0001277327,0.0004401563,0.0005051395,0.0007301359,0.0006547214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545168,"about_ca_system_score_gemma":0.001378262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00402354,"about_ca_topic_score_gemma":0.003549587,"domain_scores_codex":[0.9887494,0.001547351,0.003922525,0.00146663,0.003049746,0.001264378],"domain_scores_gemma":[0.9871626,0.001569926,0.007521432,0.00206146,0.0008792091,0.0008053576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009178744,0.0001880333,0.9527,0.00002440087,0.00003532548,0.00001350209,0.002804413,0.0000284026,9.081937e-7,0.00001214904,0.02201449,0.02216916],"study_design_scores_gemma":[0.001370946,0.0001365868,0.9617214,0.0003042034,0.00000461793,0.000002257479,0.004179626,0.0003637257,0.000001269398,0.000180463,0.03143156,0.0003033148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353535,0.0003042546,0.0007340864,0.06022673,0.0002870822,0.00178811,0.0004324845,0.0001805706,0.0006931926],"genre_scores_gemma":[0.9916202,0.0000139736,0.001570384,0.001494871,0.00005497483,0.00005784575,0.00007172192,0.00003263074,0.005083355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09488602,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3749552552793314,"score_gpt":0.3907678588872108,"score_spread":0.01581260360787939,"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."}}