{"id":"W2166211090","doi":"10.1016/j.ejcts.2007.03.017","title":"Videothoracoscopic silver nitrate pleurodesis for primary spontaneous pneumothorax: an alternative to pleurectomy and pleural abrasion?","year":2007,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Pleurodesis; Pleurectomy; Surgery; Pneumothorax; Malignant pleural effusion; Thoracoscopy; Thoracotomy; Cardiothoracic surgery; Anesthesia; Pleural effusion; Mesothelioma","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":[0.0001651853,0.000181201,0.0002368016,0.0004137361,0.0001660117,0.0002866223,0.0002868713,0.0004024854,0.001060115],"category_scores_gemma":[0.001030133,0.00006947784,0.0002260679,0.0002651034,0.0002645504,0.0002466412,0.0001668262,0.0002570498,0.0002636405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299873,"about_ca_system_score_gemma":0.0001654689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599526,"about_ca_topic_score_gemma":0.0007640612,"domain_scores_codex":[0.9998966,0.000021816,0.00001172661,0.00001980668,0.00002655665,0.00002346617],"domain_scores_gemma":[0.9997334,0.00008735708,0.0001005849,0.00001839102,0.00001198362,0.00004824289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001466024,0.0004981852,0.5451425,0.0004895202,0.0002001482,0.0528693,0.0003312347,0.0006955233,0.02595324,0.0003269753,0.001325018,0.3707023],"study_design_scores_gemma":[0.0002965076,0.004637196,0.3556152,0.0001308115,0.0001509685,0.6248832,0.0002967498,0.002614729,0.00630618,0.0003861724,0.004656469,0.00002587105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929618,0.004439105,0.001221353,0.0001247974,0.00002980203,0.000008753028,0.000016384,0.00002636024,0.001171621],"genre_scores_gemma":[0.9975926,0.001078351,0.0009674412,0.00006118491,0.00006682902,0.000004471086,0.00003883119,0.000002713949,0.0001873916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060115,"threshold_uncertainty_score":0.003546476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362831848578933,"score_gpt":0.3060226329646439,"score_spread":0.2723943144788545,"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."}}