{"id":"W2929679355","doi":"10.1017/cjn.2016.226","title":"P.127 Management and outcome of spontaneous sub-aponeurotic fluid collections in infants: the Hospital for Sick Children experience and review of literature","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health","funders":"","keywords":"Medicine; Natural history; Pediatrics; Etiology; Sick child; Medical history; Conservative management; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001274644,0.0001642818,0.0004232342,0.0004482651,0.0005479866,0.00008759545,0.0005103172,0.00005647313,0.00002369301],"category_scores_gemma":[0.001019225,0.00008077195,0.0001157626,0.0009159036,0.003460794,0.0002932295,0.00004579617,0.0002596762,8.04626e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005471745,"about_ca_system_score_gemma":0.0003622608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341321,"about_ca_topic_score_gemma":0.005097417,"domain_scores_codex":[0.997983,0.000243503,0.0006916259,0.0002761964,0.0003457885,0.000459848],"domain_scores_gemma":[0.9984503,0.0003543192,0.0004117423,0.0001050266,0.0001843054,0.0004942869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120656,0.00004307043,0.9930184,0.0001241876,0.00001540216,0.00127246,0.0003385774,0.00001323982,0.0001008081,0.0004210481,0.0002951961,0.004236938],"study_design_scores_gemma":[0.0006711343,0.03265079,0.9367325,0.00114888,0.00006510713,0.02547892,0.0002090627,0.00006039587,0.00009369895,0.002317022,0.0004229894,0.0001494836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859842,0.008459941,0.000006986305,0.00464223,0.0001813738,0.0004452327,0.00001536297,0.000002842642,0.0002618083],"genre_scores_gemma":[0.9865046,0.01120183,0.0002772406,0.001954297,0.00003202597,0.00000684857,1.436034e-7,0.000004316526,0.00001870371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0562859,"threshold_uncertainty_score":0.9992512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747907713206972,"score_gpt":0.2666321993018343,"score_spread":0.2491531221697646,"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."}}