{"id":"W2201601105","doi":"10.12968/coan.2015.20.9.488","title":"Chest tubes part 1: types and indications","year":2015,"lang":"en","type":"article","venue":"Companion animal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Chest tube; Thoracotomy; Diaphragm (acoustics); Intensive care medicine; Chest pain; Focus (optics); Radiology; Surgery; Pneumothorax; Engineering","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":[0.0006389676,0.000746361,0.0007963231,0.001604147,0.0003410508,0.001101516,0.000511984,0.001487644,0.0127063],"category_scores_gemma":[0.002084012,0.0002420225,0.0007493686,0.0009151371,0.0008303449,0.001290087,0.0006256904,0.001658776,0.005630209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637805,"about_ca_system_score_gemma":0.0004913044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002949509,"about_ca_topic_score_gemma":0.0003475171,"domain_scores_codex":[0.9993461,0.0001346067,0.0001487978,0.00008615196,0.0002364417,0.00004784162],"domain_scores_gemma":[0.9991087,0.0003914112,0.0002316484,0.00004845927,0.0001209828,0.00009869988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006855698,0.0001420461,0.004672904,0.008754442,0.0000871896,0.003304683,0.0005093364,0.0005381913,0.02614602,0.009470473,0.06385673,0.8818323],"study_design_scores_gemma":[0.00004462041,0.0005162411,0.009106562,0.003295776,0.0001113974,0.04318978,0.0002001582,0.0002174398,0.005173218,0.003943283,0.9341338,0.00006777617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02122007,0.8987725,0.01252027,0.00401765,0.003832495,0.0002802209,0.001714398,0.0006470495,0.05699534],"genre_scores_gemma":[0.1171735,0.7876614,0.04128763,0.005573757,0.007672316,0.0005383622,0.003477575,0.0004283814,0.03618703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0127063,"threshold_uncertainty_score":0.04250681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07071311135597791,"score_gpt":0.2981055957128284,"score_spread":0.2273924843568505,"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."}}