{"id":"W3047920575","doi":"10.1007/s13669-020-00299-5","title":"Management of Impending Periviable Delivery","year":2020,"lang":"en","type":"article","venue":"Current Obstetrics and Gynecology Reports","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Psychological intervention; Intensive care medicine; Obstetrics; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0002639914,0.0001053648,0.0003127857,0.0001408002,0.00006427445,0.000007650201,0.0000497887,0.00006944737,0.0001407093],"category_scores_gemma":[0.001978328,0.00009584151,0.00005372035,0.0004479164,0.00008139433,0.00004599606,0.0001943136,0.0002446643,0.000009666375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078671,"about_ca_system_score_gemma":0.0001428402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001897645,"about_ca_topic_score_gemma":1.578692e-7,"domain_scores_codex":[0.9985952,0.0000276699,0.0004443055,0.0003373319,0.0003033381,0.000292206],"domain_scores_gemma":[0.9985442,0.0005740401,0.0001703293,0.0002098844,0.000132742,0.0003688133],"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":[0.00004785938,0.0001699519,0.1318703,0.004463055,0.00008119231,0.00570961,0.0001242068,0.000002128626,0.0004658546,0.0004136639,0.0006308027,0.8560213],"study_design_scores_gemma":[0.001530877,0.0009862833,0.08173098,0.0002040231,0.0001494596,0.0002438881,0.0002538731,0.0005464178,0.00124072,0.0001524588,0.9127399,0.0002211183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945424,0.05057075,0.00006112688,0.0004005476,0.001031815,0.0005686462,0.000003607845,0.0000290312,0.001910522],"genre_scores_gemma":[0.992514,0.006862596,0.0002566912,0.0001768357,0.00003434999,0.00002055989,0.000009872097,0.00001322894,0.0001118247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121091,"threshold_uncertainty_score":0.3908303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07159167818062034,"score_gpt":0.3584649516880323,"score_spread":0.2868732735074119,"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."}}