{"id":"W4377967617","doi":"10.1177/13674935231174503","title":"Multidisciplinary coordination of care for children with esophageal atresia and tracheoesophageal fistula","year":2023,"lang":"en","type":"article","venue":"Journal of Child Health Care","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Cohort; Multidisciplinary approach; Atresia; Retrospective cohort study; Emergency department; Outpatient clinic; Pediatrics; Emergency medicine; Family medicine; Internal medicine; 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":[0.0002482502,0.0001486511,0.0005931345,0.0002992442,0.0001578273,0.000005237693,0.00007366918,0.0001023585,0.00001051074],"category_scores_gemma":[0.00004836431,0.0001078944,0.0001273723,0.0002238558,0.00008478724,0.00006505671,0.00002885598,0.000262876,0.000001649831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007614954,"about_ca_system_score_gemma":0.0002245507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001038761,"about_ca_topic_score_gemma":0.00003422227,"domain_scores_codex":[0.9987671,0.00006019555,0.000490849,0.0001741083,0.0002565823,0.0002511941],"domain_scores_gemma":[0.9987606,0.00006894007,0.0004756635,0.0001331216,0.0003385567,0.0002230668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002589896,0.0002418311,0.893515,0.004014504,0.0003026435,0.0005280501,0.02788367,0.0001073914,0.00009561124,0.000457804,0.00791288,0.06235075],"study_design_scores_gemma":[0.004862585,0.005239393,0.9856316,0.0003946473,0.0001207236,0.0009284798,0.002304455,0.0000224059,0.0002199139,0.00002772213,0.0001723481,0.00007576041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970511,0.02006111,0.0001094831,0.007850308,0.0001228325,0.0008861056,0.0001086394,0.00003552435,0.0003150231],"genre_scores_gemma":[0.9971377,0.0001719582,0.001646686,0.0003209492,0.0003847677,0.000007299129,0.0001046236,0.00004186308,0.0001842163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0921166,"threshold_uncertainty_score":0.4399806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957465136810723,"score_gpt":0.3110893789592536,"score_spread":0.3015147275911464,"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."}}