{"id":"W4319333407","doi":"10.1177/02676591221149858","title":"Perfusionist removal of intra-aortic balloon pump catheters improves efficiency without an increase in complication rates","year":2023,"lang":"en","type":"article","venue":"Perfusion","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; Queen Elizabeth II Health Sciences Centre; Interior Health","funders":"","keywords":"Medicine; Emergency medicine; Workload; Surgery","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":[0.0009591523,0.0001514995,0.000283905,0.000344475,0.0002117846,0.0004718421,0.0002992178,0.0002358887,0.004761218],"category_scores_gemma":[0.006981238,0.00008001068,0.0003252686,0.0003244934,0.0001280684,0.0003240229,0.0003970145,0.0002993402,0.0004678373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182823,"about_ca_system_score_gemma":0.0005934485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009655314,"about_ca_topic_score_gemma":0.001684007,"domain_scores_codex":[0.9987358,0.0004653204,0.0001097239,0.0001455889,0.0004045335,0.0001389344],"domain_scores_gemma":[0.9949883,0.001642379,0.001932592,0.0002149736,0.0006820656,0.0005397965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009567007,0.001719068,0.6814504,0.0004400296,0.0002215203,0.0002393783,0.0002384587,0.0003321255,0.004199347,0.00008272186,0.002510776,0.3076095],"study_design_scores_gemma":[0.00004104844,0.001995051,0.9947714,0.00006785731,0.00006728822,0.0007354795,0.0001155902,0.000246879,0.000683025,0.00003010966,0.001241668,0.000004589981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909411,0.002039858,0.001386908,0.000593261,0.00005251797,0.00006369297,0.0001727376,0.00007949043,0.004670308],"genre_scores_gemma":[0.9964812,0.0006752614,0.00155028,0.000206994,0.00008544815,0.0000294516,0.0002099957,0.00001022344,0.0007512732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004761218,"threshold_uncertainty_score":0.01592785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501890020763751,"score_gpt":0.2548606892656846,"score_spread":0.239841789058047,"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."}}