{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003253936,0.0004467216,0.0006092605,0.001040412,0.001665225,0.002011493,0.001045609,0.002715511,0.4564332],"category_scores_gemma":[0.001782743,0.0001733321,0.0005917913,0.001140203,0.0005177514,0.003711369,0.001565842,0.001586068,0.1420616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803614,"about_ca_system_score_gemma":0.0005980691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171802,"about_ca_topic_score_gemma":0.005603077,"domain_scores_codex":[0.9997074,0.0000586307,0.00001719661,0.00004477884,0.00009594671,0.00007601332],"domain_scores_gemma":[0.9992192,0.00006538792,0.0001036271,0.00002913311,0.0001234064,0.0004592378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235795,0.0004287449,0.003373985,0.000562569,0.00001552216,0.001661255,0.0001901065,0.00002458147,0.0003028087,0.001361561,0.7349417,0.2570135],"study_design_scores_gemma":[0.00003342636,0.0001690136,0.004377111,0.0008246618,0.00001291564,0.003922973,0.001073383,0.00003456679,0.0001178334,0.001647471,0.9877637,0.00002293663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03379535,0.087138,0.002952072,0.2826376,0.0343993,0.0005412739,0.007509635,0.002077473,0.5489492],"genre_scores_gemma":[0.08333524,0.07315206,0.009079576,0.1605771,0.02210093,0.0002774398,0.005194898,0.0006948571,0.645588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4564332,"threshold_uncertainty_score":0.7753321,"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."}}