{"id":"W3021092715","doi":"10.1016/s1701-2163(15)30305-4","title":"In Response","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Judgement; Fetal heart rate; Artificial intelligence; Heart rate; Computer science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004415162,0.0009213208,0.001130213,0.001376391,0.004225265,0.008667472,0.002206303,0.03509256,0.1216926],"category_scores_gemma":[0.04789744,0.0007476271,0.001227146,0.001012227,0.001757089,0.002835783,0.004218782,0.02853698,0.05113558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00542925,"about_ca_system_score_gemma":0.01101342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304527,"about_ca_topic_score_gemma":0.03600162,"domain_scores_codex":[0.9950891,0.0006871989,0.0004236671,0.0008772053,0.001768188,0.001154515],"domain_scores_gemma":[0.9772167,0.008334279,0.001764363,0.0007743128,0.006432666,0.005477693],"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":[0.00001599009,0.000006162408,0.0002149549,0.00003261017,0.000002792867,0.00008552601,0.0000372874,0.00001394109,0.00004710379,0.0005573392,0.9970011,0.001985113],"study_design_scores_gemma":[0.00002288259,0.00000934184,0.001071522,0.00009918061,0.000006194255,0.0000825008,0.0003766381,0.00006476488,0.00008066025,0.0006229706,0.9975405,0.00002280651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004151339,0.001513299,0.0001795173,0.8755067,0.110549,0.00007174259,0.0008642744,0.0001155015,0.01078482],"genre_scores_gemma":[0.002000337,0.0005715793,0.0001333591,0.8837439,0.02355125,0.0001072616,0.0002218898,0.00005950821,0.0896109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1216926,"threshold_uncertainty_score":0.4071024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639933674787441,"score_gpt":0.2559668740246959,"score_spread":0.2095675372768215,"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."}}