{"id":"W7161777497","doi":"10.82308/37329","title":"The association between distance from a sarcoma referral centre and oncologic outcomes in patients undergoing treatment for retroperitoneal sarcoma","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcoma; Soft tissue sarcoma; Referral; Overall survival; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006491301,0.0001190878,0.0002424727,0.0006047791,0.000425137,0.0007222666,0.0004469316,0.0003730221,0.003414273],"category_scores_gemma":[0.006291864,0.0001720895,0.0003661654,0.001196688,0.0003284477,0.0005340338,0.0007089231,0.0005570819,0.0003004264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789089,"about_ca_system_score_gemma":0.0008369735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936661,"about_ca_topic_score_gemma":0.01010267,"domain_scores_codex":[0.9992539,0.0002377258,0.0001113577,0.0001411285,0.0001411452,0.0001146124],"domain_scores_gemma":[0.9950802,0.001037293,0.002706026,0.0001540449,0.0004439926,0.0005783577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009287318,0.00002110213,0.9979159,0.00003020299,0.00003275326,0.00006475466,0.0001150241,0.0000532825,0.00008413645,0.00001502532,0.000103292,0.00147165],"study_design_scores_gemma":[0.000009722916,0.0001168316,0.9982814,0.00003428968,0.00003184798,0.0003862172,0.0006321174,0.0001265903,0.00005202925,0.00002612109,0.0002969836,0.000005734245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985177,0.0005130503,0.00009545683,0.0001175422,0.00001097416,0.00001082685,0.0002385744,0.000002468106,0.0004934709],"genre_scores_gemma":[0.9994717,0.0001550923,0.00005913648,0.00002942485,0.000009126508,0.00001167578,0.0001631651,0.000001534414,0.00009895877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936661,"threshold_uncertainty_score":0.01180422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728248845603948,"score_gpt":0.3113083939361986,"score_spread":0.2840259054801591,"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."}}