{"id":"W2098579362","doi":"10.1111/j.1745-7599.2009.00431.x","title":"Getting to the heart of pleural effusions: A case study","year":2009,"lang":"en","type":"article","venue":"Journal of the American Academy of Nurse Practitioners","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; CINAHL; Intensive care medicine; Differential diagnosis; Pleural effusion; MEDLINE; Pathophysiology; Heart failure; Presentation (obstetrics); Clinical Practice; Pathology; Surgery; Physical therapy; Internal medicine; Psychological intervention; Nursing","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":[0.001094582,0.001762309,0.001469832,0.003780273,0.005346116,0.002547268,0.001550064,0.007942463,0.003093869],"category_scores_gemma":[0.01636259,0.001043623,0.00157682,0.00350991,0.002080573,0.003935884,0.002446644,0.003906226,0.0008644571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890121,"about_ca_system_score_gemma":0.001477033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584972,"about_ca_topic_score_gemma":0.00553909,"domain_scores_codex":[0.9982001,0.0005027928,0.0002986236,0.0002526905,0.0003004587,0.0004452803],"domain_scores_gemma":[0.9932198,0.003586046,0.001396692,0.0002627363,0.0003227861,0.00121207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002054876,0.00008548961,0.003934091,0.0001323666,0.00001160663,0.992541,0.0009786007,0.00004095105,0.0001243637,0.0002854922,0.0004121129,0.001433426],"study_design_scores_gemma":[0.00001278499,0.00005932351,0.002501179,0.0001000054,0.00001602651,0.9947163,0.00128433,0.00008916714,0.00008038343,0.0002077497,0.0009200691,0.00001267629],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178469,0.03035303,0.004244904,0.01604792,0.001295472,0.0006636069,0.0003437562,0.00009830159,0.02910613],"genre_scores_gemma":[0.982354,0.008442173,0.002502162,0.003372931,0.001458789,0.0001067765,0.00008055162,0.00002050738,0.001661962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007942463,"threshold_uncertainty_score":0.01371384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042037397011442,"score_gpt":0.3715805056412375,"score_spread":0.341160131671123,"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."}}