{"id":"W4411697794","doi":"10.3390/clinpract15070122","title":"Like a Complete Unknown: An Audit of the Quality of the Referrals to the Cancer of Unknown Primary Clinic at a Tertiary Care Centre","year":2025,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Referral; Audit; Specialty; Cohort; Nice; Cancer; Family medicine; Retrospective cohort study; Internal medicine; Emergency medicine; General 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":[0.007691289,0.000239175,0.0005588857,0.002856716,0.001454474,0.001828709,0.001178188,0.0006875494,0.001329366],"category_scores_gemma":[0.03218476,0.0006413739,0.0004011061,0.004489099,0.001226891,0.0008841838,0.002562912,0.0008524464,0.0002743045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005499579,"about_ca_system_score_gemma":0.007293412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03845701,"about_ca_topic_score_gemma":0.05099501,"domain_scores_codex":[0.9857567,0.005307888,0.003086779,0.001182097,0.003415424,0.001251048],"domain_scores_gemma":[0.9371288,0.0143896,0.02512135,0.003101296,0.01403661,0.006222358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009914239,0.00006058123,0.9894037,0.0001670817,0.00002538249,0.0007990031,0.002828448,0.00006921485,0.0002654081,0.00003398685,0.0007344314,0.005513526],"study_design_scores_gemma":[0.000008953865,0.0002415501,0.9934767,0.0001162859,0.00001965768,0.001026214,0.003762835,0.0003007596,0.0001823408,0.00001454179,0.0008346889,0.00001554023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961087,0.0006761965,0.0003172598,0.0005612901,0.00001576166,0.0002470273,0.0009083794,0.00003265028,0.001132636],"genre_scores_gemma":[0.9980312,0.0004667651,0.0005778124,0.0002133297,0.00001925112,0.00008151785,0.000453086,0.00001098358,0.0001459872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03845701,"threshold_uncertainty_score":0.07646632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08806893355872945,"score_gpt":0.4439419744646624,"score_spread":0.3558730409059329,"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."}}