{"id":"W4400616539","doi":"10.22374/cjmrp.v1i2.151","title":"MEASURING BIRTH OUTCOMES: VALIDATING THE PERINATAL OUTCOME INDEX","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Birth, Development, and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; Hamilton Health Sciences; McMaster University; Ryerson University","keywords":"Index (typography); Outcome (game theory); Medicine; Psychology; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009062115,0.0001229348,0.0002655194,0.0006240856,0.0005879092,0.0003944936,0.0001942034,0.00008823778,0.0002034934],"category_scores_gemma":[0.007387914,0.00007690762,0.00007288945,0.0004752448,0.0002173815,0.0005331433,0.00003487835,0.002035693,0.00004234685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188277,"about_ca_system_score_gemma":0.006037113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724884,"about_ca_topic_score_gemma":0.006076127,"domain_scores_codex":[0.9975713,0.0004282423,0.0004652528,0.0001742035,0.0007526101,0.0006084179],"domain_scores_gemma":[0.9955685,0.002236623,0.00009991155,0.00019121,0.0006615301,0.001242251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009500332,0.00008271242,0.8692507,0.002261103,0.0009966556,0.01612065,0.01125169,0.000004740781,0.0003526905,0.04041448,0.02017852,0.03813606],"study_design_scores_gemma":[0.001326515,0.001016989,0.3013893,0.001052815,0.0001024493,0.02089857,0.01472063,0.0001219693,0.0001144909,0.00419204,0.6547968,0.0002673804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578713,0.02003346,0.0001890844,0.1796613,0.001261483,0.0005322829,0.00002484597,0.00002517464,0.04040107],"genre_scores_gemma":[0.9907359,0.006037327,0.0004841494,0.001547315,0.0004052497,0.000003838137,0.000001190454,0.00002487368,0.0007600923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346183,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2882473826181255,"score_gpt":0.4462027050880014,"score_spread":0.1579553224698759,"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."}}