{"id":"W2003117072","doi":"10.1097/01.lab.0000143752.39969.d0","title":"A Grocery Store Item for Pleurodesis?","year":2004,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pleurodesis; Malignant pleural effusion; Thoracentesis; Pleural effusion; Quality of life (healthcare); Intensive care medicine; Surgery; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001120032,0.00007989413,0.0002813176,0.0001044776,0.00003434793,0.000004611356,0.00007981566,0.00006407411,0.00006130715],"category_scores_gemma":[0.0002519371,0.00005775021,0.0001993979,0.00006495976,0.00004615918,0.00008948718,0.00001178068,0.0001491325,0.00001231139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006516595,"about_ca_system_score_gemma":0.0001711974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002543988,"about_ca_topic_score_gemma":0.000001442907,"domain_scores_codex":[0.999325,0.00001767895,0.0002859862,0.00008677625,0.0001195948,0.0001649301],"domain_scores_gemma":[0.9993249,0.00009168684,0.0001779472,0.0000861643,0.0001472988,0.0001720054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03533076,0.007857069,0.215267,0.001794854,0.001889046,0.01885235,0.002009059,0.001090503,0.2904568,0.006783752,0.2774779,0.1411909],"study_design_scores_gemma":[0.01228878,0.006712317,0.807065,0.0002725475,0.0005906703,0.02019166,0.0002320754,0.00002045635,0.002712124,0.00834023,0.1413312,0.0002429619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902043,0.001498296,0.0005061589,0.006858225,0.0003153717,0.0001083056,0.000009769733,0.00001079243,0.0004887616],"genre_scores_gemma":[0.9945143,0.00008953831,0.00162279,0.002502606,0.0007422271,0.000002593374,0.00000548045,0.00001236235,0.0005081202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5917979,"threshold_uncertainty_score":0.2354985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296816484552494,"score_gpt":0.3048728225407289,"score_spread":0.2751911740854795,"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."}}