{"id":"W4410759389","doi":"10.1503/cmaj.241633","title":"Pleural infection","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003670891,0.0004649998,0.0007048193,0.0006390467,0.001049944,0.001503581,0.000396345,0.0006729651,0.0266186],"category_scores_gemma":[0.003182098,0.0001098489,0.0004107591,0.0007423614,0.000450275,0.0006404619,0.0008018872,0.001169491,0.005301097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101644,"about_ca_system_score_gemma":0.002076169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326049,"about_ca_topic_score_gemma":0.01357291,"domain_scores_codex":[0.9989543,0.000113077,0.000100521,0.0001055973,0.0004515518,0.0002749896],"domain_scores_gemma":[0.9988289,0.0001308462,0.0002644731,0.00005730334,0.0003825454,0.0003358644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005058274,0.0003259866,0.2470245,0.002901871,0.0002136452,0.02297812,0.0008197373,0.0002608485,0.00586397,0.005808655,0.3410096,0.3722872],"study_design_scores_gemma":[0.0001060684,0.0005858784,0.2912714,0.01082011,0.0002914342,0.1589653,0.002568455,0.0006333913,0.002069879,0.006916831,0.5256268,0.0001445233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1436845,0.2160427,0.01426915,0.02463426,0.006148444,0.00155651,0.0152267,0.001643057,0.5767947],"genre_scores_gemma":[0.8454403,0.07652221,0.0040008,0.02003686,0.003809113,0.0002346143,0.009002793,0.0001849258,0.04076841],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0266186,"threshold_uncertainty_score":0.08904809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007388266763242612,"score_gpt":0.2543856354520473,"score_spread":0.2469973686888047,"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."}}