{"id":"W2170349282","doi":"10.1148/radiol.2411050966","title":"Percutaneous Thoracic Drainage in Neonates: Catheter Drainage versus Treatment with Aspiration Alone","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Pneumothorax; Percutaneous; Catheter; Drainage; Thoracentesis; Gestational age; Exact test; Pleural effusion; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003905461,0.0004666223,0.001414171,0.001118109,0.0002375379,0.0007777313,0.0004326348,0.0008644966,0.0006559235],"category_scores_gemma":[0.01489617,0.0001685507,0.0007542256,0.0008940336,0.0006262509,0.000799949,0.0006473693,0.0005318459,0.0002618124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764718,"about_ca_system_score_gemma":0.0004466427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220771,"about_ca_topic_score_gemma":0.0001591808,"domain_scores_codex":[0.9967264,0.001449972,0.0006990122,0.0003012974,0.000623367,0.0001999424],"domain_scores_gemma":[0.9920372,0.003825723,0.002684946,0.0002532098,0.0004870993,0.0007117412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0107052,0.0002461343,0.9380488,0.0006502521,0.0006790344,0.004842666,0.0002325061,0.0003840989,0.00362473,0.00020876,0.0001703944,0.04020735],"study_design_scores_gemma":[0.0007890406,0.0376648,0.8674318,0.0009794119,0.001252516,0.07933042,0.001750225,0.002029156,0.006279062,0.0003627891,0.002053544,0.0000771236],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934425,0.00553165,0.0004781223,0.0000308687,0.00003917394,0.00003298676,0.00006809303,0.000005682723,0.0003709714],"genre_scores_gemma":[0.997056,0.001867861,0.0007001826,0.0000371434,0.00007780282,0.00005076984,0.0001706322,0.000006263194,0.00003344353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003905461,"threshold_uncertainty_score":0.02065432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815556547812778,"score_gpt":0.2708012660090768,"score_spread":0.252645700530949,"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."}}