{"id":"W2148416771","doi":"10.12968/coan.2015.20.10.552","title":"Chest tubes part 2: placement and management","year":2015,"lang":"en","type":"article","venue":"Companion animal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Chest tube; Thoracotomy; Medicine; Tube (container); Radiology; Seldinger technique; Surgery; Engineering; Mechanical engineering; Pneumothorax; Catheter","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":[0.0008656614,0.000756311,0.0008691798,0.001263385,0.0004455806,0.001447576,0.0007607949,0.00174357,0.005083161],"category_scores_gemma":[0.002502623,0.0002821072,0.0007862276,0.0006997709,0.0006834812,0.001336718,0.0007589669,0.00207637,0.004110171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005166105,"about_ca_system_score_gemma":0.0007475566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008376,"about_ca_topic_score_gemma":0.0007101998,"domain_scores_codex":[0.9990587,0.0001722942,0.0001876299,0.00009407508,0.0004079318,0.00007943023],"domain_scores_gemma":[0.9993258,0.0002136596,0.0002135582,0.00003781728,0.0001172254,0.00009191778],"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":[0.0003235747,0.000178668,0.0106563,0.005936788,0.0001034984,0.01610211,0.0006735128,0.001325775,0.03209574,0.005116957,0.03669272,0.8907944],"study_design_scores_gemma":[0.00006974996,0.001295713,0.03503816,0.006875743,0.0001909305,0.245147,0.0006140003,0.001450978,0.01768548,0.004280851,0.6872076,0.000143835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05851724,0.7633598,0.07675932,0.009733578,0.005507872,0.001141588,0.0008772443,0.001521234,0.08258202],"genre_scores_gemma":[0.225692,0.6097718,0.1047755,0.006946466,0.01102034,0.0009028938,0.002139078,0.0005196363,0.03823233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005083161,"threshold_uncertainty_score":0.01700491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06524102451431436,"score_gpt":0.2897218567371595,"score_spread":0.2244808322228452,"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."}}