{"id":"W1980832369","doi":"10.1378/chest.1701056","title":"Digital Versus Analog (DiVA) Pleural Drainage Study Phase 1: Prospective Evaluation of Interobserver Reliability in Assessment of Pulmonary Air Leaks","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Diva; Reliability (semiconductor); Cardiothoracic surgery; Session (web analytics); Drainage; Surgery","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":[0.00889769,0.0007564627,0.001126551,0.0007759328,0.0005847263,0.001478886,0.0007436738,0.001222941,0.0008825921],"category_scores_gemma":[0.01831918,0.000629072,0.0009234103,0.0006818355,0.0010076,0.001417227,0.001050549,0.0008579219,0.0004116307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773251,"about_ca_system_score_gemma":0.0003627816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006538479,"about_ca_topic_score_gemma":0.0009778459,"domain_scores_codex":[0.9942991,0.003074957,0.000539576,0.001080081,0.0007879609,0.0002183553],"domain_scores_gemma":[0.9717282,0.01537187,0.004833865,0.003431053,0.003229777,0.00140524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1359298,0.00224927,0.8275642,0.0002315862,0.001654553,0.00009282661,0.001422649,0.0008440179,0.01071562,0.0001749332,0.0003292154,0.01879128],"study_design_scores_gemma":[0.004745461,0.03172242,0.9549966,0.00003608361,0.0007102622,0.0002891206,0.0005874084,0.002324838,0.003404133,0.000146918,0.0009655429,0.0000712468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985577,0.0003350701,0.0003813472,0.00001272258,0.00002696927,0.0001238933,0.0001691294,0.000009200928,0.000383943],"genre_scores_gemma":[0.9988191,0.00007033469,0.0005033592,0.00003152715,0.00003320798,0.0001157701,0.0002590477,0.000008202128,0.0001594511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00889769,"threshold_uncertainty_score":0.04705608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121998967210285,"score_gpt":0.3734480633867781,"score_spread":0.3122280737146753,"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."}}