{"id":"W2279554350","doi":"10.1155/2001/742784","title":"Medical versus Surgical Treatment of a Primary Tuberculous Pleural Peel","year":2001,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"University of Alberta","keywords":"Decortication; Medicine; Surgery; Medical therapy; Surgical procedures; Computed tomography; Lung function; Medical treatment; Radiology; Lung; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002850645,0.0001662825,0.0004095315,0.000343263,0.0003600341,0.0002512948,0.0001878474,0.0005347821,0.002337988],"category_scores_gemma":[0.001599322,0.00007825246,0.0003321929,0.0001520466,0.0005670973,0.0001868388,0.000241573,0.0004459271,0.0002621133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124978,"about_ca_system_score_gemma":0.0002816727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002472439,"about_ca_topic_score_gemma":0.0006991123,"domain_scores_codex":[0.9998184,0.00006101981,0.00002034425,0.00001883108,0.0000401562,0.00004122264],"domain_scores_gemma":[0.9993926,0.0002716325,0.0000966345,0.00002224822,0.00001937702,0.0001974774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05273801,0.006795381,0.1018961,0.002899589,0.000666762,0.1065291,0.0008873562,0.003065788,0.06317384,0.003677923,0.004621079,0.6530491],"study_design_scores_gemma":[0.004981514,0.133133,0.5074409,0.0007649485,0.0005154696,0.3022081,0.001119514,0.00424923,0.01436492,0.001986491,0.02909624,0.0001397899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540511,0.0301572,0.0009608779,0.002097968,0.0006172762,0.00009197945,0.00007114925,0.00004092477,0.01191154],"genre_scores_gemma":[0.9940499,0.003777931,0.0003597829,0.0003809172,0.0008456633,0.0000205534,0.00003259713,0.000002760433,0.0005299215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002337988,"threshold_uncertainty_score":0.007821381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693921163779574,"score_gpt":0.2892811000293763,"score_spread":0.2423418883915806,"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."}}