{"id":"W2314705424","doi":"10.1097/01.aoa.0000389607.86380.32","title":"When to Stop Pushing","year":2010,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Obstetrics and gynaecology; General surgery; Gynecology; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001425997,0.0001708511,0.0002867074,0.0002490531,0.00008578809,0.0000289133,0.0001827064,0.0001557846,0.0002739923],"category_scores_gemma":[0.0005853972,0.0001403712,0.00008872671,0.0004490005,0.00007212947,0.00008927008,0.00004260309,0.0003870237,0.001321706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000258288,"about_ca_system_score_gemma":0.00005393624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003049151,"about_ca_topic_score_gemma":0.000006169169,"domain_scores_codex":[0.9988433,0.00001943755,0.0002026115,0.0003374807,0.0002445017,0.0003526844],"domain_scores_gemma":[0.9988806,0.0002247754,0.0000459264,0.0004352475,0.00007268185,0.0003407445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004949327,0.00109457,0.2841749,0.0002470685,0.00009357493,0.02184407,0.005781813,0.000005198308,0.280079,0.02324044,0.01591178,0.3670326],"study_design_scores_gemma":[0.0007738483,0.0003721616,0.2776682,0.00002998718,0.00004431869,0.006344794,0.0001725601,0.000008849048,0.003414578,0.0003551347,0.7105299,0.0002857357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702576,0.0002394289,0.00006123198,0.009923019,0.0003028322,0.0003619054,0.000001448521,0.0001589928,0.0186935],"genre_scores_gemma":[0.9836563,0.000006669295,0.002946423,0.004872566,0.0002433109,0.00002333944,0.00001461323,0.00003469732,0.008202109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694618,"threshold_uncertainty_score":0.9994559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260938673560969,"score_gpt":0.2433249388050317,"score_spread":0.230715552069422,"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."}}