{"id":"W1968733729","doi":"10.1097/01.anes.0000265183.07652.ae","title":"Syndromes: Rapid Recognition and Perioperative Implications.","year":2007,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Perioperative; Intensive care medicine; Anesthesia","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":[0.0002140104,0.00008752634,0.0002125999,0.00007460813,0.00007164943,0.000004423437,0.00002449981,0.00007425465,0.0001392188],"category_scores_gemma":[0.0001960571,0.00006960985,0.00002780597,0.0000841994,0.0001501928,0.00003163437,0.00001829661,0.00007561823,0.0002195233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001913986,"about_ca_system_score_gemma":0.00002318235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000178496,"about_ca_topic_score_gemma":0.00001872531,"domain_scores_codex":[0.9994199,0.00003110782,0.0001695566,0.0001716586,0.00004082664,0.0001669794],"domain_scores_gemma":[0.99946,0.0002256663,0.00003115962,0.0001266115,0.00008420224,0.00007238924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001905071,0.0001223648,0.191261,0.00008016849,0.0001384141,0.0002223816,0.003105242,3.370236e-8,0.01163377,0.0004182001,0.0005022952,0.7923256],"study_design_scores_gemma":[0.0004134992,0.0004452405,0.9882629,0.00001826615,0.00004732288,0.00152162,0.0007052131,0.000001941374,0.0003499267,0.0005738247,0.00757835,0.0000818887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989484,0.001049494,0.0000377695,0.0009761603,0.00002438707,0.0002535734,0.000002654207,0.00004613858,0.008125787],"genre_scores_gemma":[0.9971046,0.0002773467,0.0008256851,0.001452649,0.00004342692,0.00002985062,0.00002434016,0.000009538667,0.0002326063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7970019,"threshold_uncertainty_score":0.2838607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966670588926306,"score_gpt":0.3015318123000373,"score_spread":0.2418651064107743,"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."}}