{"id":"W4390495476","doi":"10.48083/plly8153","title":"The Effectiveness of a Criteria-Led Discharge Initiative on the Length of Stay of Patients Who Underwent a Robotic-Assisted Laparoscopic Prostatectomy","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Adverse effect; Blood pressure; Population; Cohort; Surgery; Internal medicine; Prostate cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003510197,0.0002238144,0.0003014392,0.0006120597,0.0005018974,0.001390912,0.0005530577,0.0004767808,0.001182738],"category_scores_gemma":[0.01832007,0.0001504383,0.0007633778,0.0005752978,0.0003275119,0.0008286783,0.001594697,0.0009168211,0.0001067024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614361,"about_ca_system_score_gemma":0.002292344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005650752,"about_ca_topic_score_gemma":0.01311101,"domain_scores_codex":[0.9963235,0.001506036,0.0005012872,0.0002693079,0.000815298,0.00058469],"domain_scores_gemma":[0.9802371,0.004655994,0.008491665,0.000443238,0.001483885,0.004688133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006717825,0.0003918452,0.9874315,0.00004383798,0.00009572858,0.00003270793,0.0001481332,0.0001355148,0.000083862,0.00002865991,0.0002493889,0.01068705],"study_design_scores_gemma":[0.00003975371,0.00130229,0.9974734,0.00003141848,0.0000262877,0.00004365316,0.0003840094,0.0003582962,0.00006461179,0.00001869516,0.0002462365,0.00001135416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984267,0.0003515969,0.00008966445,0.0003132407,0.00002674476,0.00002881007,0.0001724194,0.000004623475,0.0005861973],"genre_scores_gemma":[0.9992769,0.00008388217,0.0001276954,0.0001000772,0.00002506499,0.00002001548,0.0002859637,0.000001537449,0.00007888437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005650752,"threshold_uncertainty_score":0.01856387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456072815562111,"score_gpt":0.3529776949486415,"score_spread":0.3073704133924304,"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."}}