{"id":"W4389731684","doi":"10.1097/01.ccm.0000998432.46489.b7","title":"10: IMPACT OF A VIRTUAL ICU RECOVERY CLINIC IN SASKATCHEWAN, CANADA","year":2023,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital; Saskatchewan Health Authority; University of Saskatchewan; University of Regina; Regina General Hospital","funders":"","keywords":"Medicine; Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001225798,0.0004682283,0.0003942419,0.0005514293,0.004574993,0.002029872,0.00184777,0.0007512258,0.009599296],"category_scores_gemma":[0.002287271,0.0004135043,0.0005740104,0.001018219,0.001074457,0.0005776235,0.002860164,0.001017335,0.0007630709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03266784,"about_ca_system_score_gemma":0.1095894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9608405,"about_ca_topic_score_gemma":0.9875332,"domain_scores_codex":[0.9980788,0.0004889565,0.0000819628,0.0001772327,0.0002903997,0.0008826323],"domain_scores_gemma":[0.9947475,0.0003250602,0.0002951462,0.0001447001,0.001060267,0.00342734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003701999,0.007032356,0.8000557,0.0008626101,0.0004324404,0.003309625,0.005823071,0.002119633,0.004809739,0.0005703707,0.03063652,0.1406459],"study_design_scores_gemma":[0.0008995575,0.002396601,0.9625494,0.0004419386,0.0001399945,0.0004287114,0.02070685,0.001500905,0.0005668839,0.0001973599,0.0100471,0.0001247311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858212,0.0005186984,0.0001780297,0.002773115,0.0001020548,0.0009787815,0.002626579,0.0000460205,0.006955612],"genre_scores_gemma":[0.9871492,0.0007654282,0.001207113,0.003109786,0.00003982502,0.0007231896,0.001679425,0.000025644,0.005300546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03915954,"threshold_uncertainty_score":0.2370229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259417398724128,"score_gpt":0.3408433630129463,"score_spread":0.318249189025705,"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."}}