{"id":"W1598206223","doi":"10.3233/npm-1473813","title":"Pneumothorax in neonates: Trends, predictors and outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital; University of Saskatchewan","funders":"","keywords":"Pneumothorax; Medicine; Intensive care medicine; Emergency medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002185446,0.0003652987,0.00126806,0.00161747,0.00007708417,0.00001798905,0.0003248395,0.0001967325,0.0004657218],"category_scores_gemma":[0.002673151,0.0002498323,0.0001396049,0.0007824252,0.0005293475,0.0003631233,0.0001072375,0.001232461,0.00001327805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929618,"about_ca_system_score_gemma":0.0002108286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009337946,"about_ca_topic_score_gemma":0.00003931982,"domain_scores_codex":[0.9959396,0.000199193,0.001348105,0.000379146,0.001508626,0.0006253667],"domain_scores_gemma":[0.9970161,0.0008006506,0.0004260458,0.000419041,0.0003549147,0.0009832059],"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":[0.001560317,0.0001396497,0.1290421,0.0009025017,0.0001073277,0.002349762,0.001021276,0.000004758322,0.002167875,0.0004701745,0.0008187697,0.8614155],"study_design_scores_gemma":[0.01118044,0.005968228,0.5290598,0.001332472,0.00007541163,0.004025565,0.0005881898,0.0003458351,0.0004523233,0.000269482,0.4464343,0.0002680118],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675162,0.01219894,0.0002149509,0.01753217,0.0006679837,0.0002976807,0.00001202863,0.00003631683,0.001523684],"genre_scores_gemma":[0.9941676,0.001386208,0.0008270317,0.001987689,0.0005244817,0.000009932805,0.000007690483,0.00006075009,0.001028577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8611475,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688849435511758,"score_gpt":0.3596941060669476,"score_spread":0.33280561171183,"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."}}