{"id":"W1990029893","doi":"10.1016/j.jspd.2014.04.008","title":"Tension Pneumothorax as a Complication of Inadvertent Pleural Tears During Posterior Spinal Surgery","year":2014,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Pneumothorax; Surgery; Complication; Chest tube; Orthopedic surgery; Tears; 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":[0.0001385539,0.0001409942,0.0003612835,0.0001092515,0.00007611707,0.000006200517,0.00006508591,0.00005121093,0.0000413526],"category_scores_gemma":[0.000158878,0.0001068557,0.0001754242,0.0001574306,0.00006406941,0.0001195878,0.00006250999,0.0001017224,0.00005447439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004885421,"about_ca_system_score_gemma":0.0000505567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418597,"about_ca_topic_score_gemma":0.0000127952,"domain_scores_codex":[0.9989544,0.00003414919,0.0003306078,0.0002122286,0.0002488431,0.0002197663],"domain_scores_gemma":[0.9992565,0.00001500478,0.0001358781,0.0002857302,0.00012763,0.0001792554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023791,0.000602137,0.4658651,0.001058825,0.00004900174,0.00009523691,0.00004184421,0.000005764784,0.4088461,0.0001722277,0.0002705621,0.1209694],"study_design_scores_gemma":[0.0004202445,0.0003893407,0.9873557,0.0002753402,0.00005161937,0.0008414981,0.00001952226,0.0004001133,0.009478536,0.0001115978,0.0005350144,0.0001214557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997863,0.0000969016,0.00002531802,0.001235263,0.00009369455,0.0002238754,0.00001008942,0.00006118162,0.0003906681],"genre_scores_gemma":[0.9990352,0.00001616407,0.00009528878,0.0003936688,0.0001026891,0.000009354808,0.0000791725,0.00001326278,0.0002552292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5214906,"threshold_uncertainty_score":0.435745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115984399925764,"score_gpt":0.2712902774310449,"score_spread":0.2501304334317873,"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."}}