{"id":"W4393040825","doi":"10.3390/curroncol31030125","title":"Utilization and Impact of a Radiation Nursing Clinic to Address Acute Care Needs for Patients with Gynecologic Cancers","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Psychosocial; Referral; Gynecologic oncology; Exact test; Retrospective cohort study; Cohort; Population; Cancer; Internal medicine; Radiation therapy; Emergency medicine; Family medicine; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006873364,0.0001278485,0.0001244104,0.0004647879,0.000588383,0.0006514104,0.0003863086,0.0003601783,0.002534033],"category_scores_gemma":[0.004236272,0.0001439867,0.0003052223,0.0005610596,0.0002337428,0.0004188051,0.0007575538,0.0006238355,0.0001741743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108827,"about_ca_system_score_gemma":0.001487371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425579,"about_ca_topic_score_gemma":0.02881901,"domain_scores_codex":[0.9990764,0.0003303856,0.0001026884,0.00006941021,0.000170991,0.0002501067],"domain_scores_gemma":[0.9956988,0.000623589,0.002346396,0.00007647403,0.0003348993,0.0009199372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003198142,0.00009034941,0.9968291,0.00001487081,0.00001501225,0.0000609573,0.000111375,0.00003294715,0.00006155732,0.00001417936,0.0002092425,0.002528472],"study_design_scores_gemma":[0.000005188636,0.0001509518,0.9984078,0.00002680799,0.000009719493,0.0002388782,0.0007166073,0.0001136704,0.00002662157,0.000008670845,0.0002923486,0.000002814657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985914,0.0002958812,0.00003275211,0.0002452364,0.00001104418,0.00001467765,0.0001603206,0.000001945467,0.0006467123],"genre_scores_gemma":[0.9994181,0.0001591596,0.00007266934,0.00007454249,0.00001443408,0.00001268305,0.0001533667,0.000001252935,0.00009382147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425579,"threshold_uncertainty_score":0.02834564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686091692346823,"score_gpt":0.5101930745090497,"score_spread":0.4415839052743674,"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."}}