{"id":"W3214625753","doi":"10.1503/cmaj.202556","title":"Pulmonary empyema in a patient with schizophrenia and poor dentition","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Confusion; Medicine; Schizophrenia (object-oriented programming); Dentition; Epilepsy; Pediatrics; Empyema; Medical history; Psychiatry; Dentistry; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004235291,0.001297883,0.001100262,0.002019617,0.003059458,0.001178073,0.0006393438,0.002969737,0.002023733],"category_scores_gemma":[0.002601022,0.001120086,0.000901997,0.001066044,0.001020458,0.001743221,0.001312975,0.002733788,0.0005568561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123906,"about_ca_system_score_gemma":0.001011413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833023,"about_ca_topic_score_gemma":0.00586349,"domain_scores_codex":[0.9995664,0.00004228887,0.00005369276,0.0000800926,0.00006934563,0.000188145],"domain_scores_gemma":[0.9989511,0.0002226769,0.0001625503,0.00005303451,0.00006488368,0.0005456826],"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":[0.00005742497,0.00004355749,0.02777481,0.00002130352,0.000008342557,0.9706361,0.0002231465,0.00003987343,0.0004429807,0.0000662544,0.0001355622,0.000550661],"study_design_scores_gemma":[0.00001794267,0.0001380306,0.03512231,0.00003008054,0.00002228644,0.9633765,0.0005071853,0.0001822447,0.0001819949,0.0001118439,0.0002939809,0.00001551467],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890736,0.00235468,0.0006318474,0.002091457,0.0002392363,0.00008395853,0.0001897101,0.00004641187,0.005289004],"genre_scores_gemma":[0.9978847,0.0007470208,0.0002119471,0.0004164797,0.0002575467,0.000006585629,0.00005275449,0.000005366475,0.0004176664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833023,"threshold_uncertainty_score":0.008154511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006518199372031197,"score_gpt":0.2287057624327587,"score_spread":0.2221875630607275,"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."}}