{"id":"W2781900514","doi":"10.5539/cco.v7n1p12","title":"Outcomes after Radiation Therapy for HIV Positive Patients with Invasive Cervical Cancer","year":2018,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Univariate analysis; Internal medicine; Radiation therapy; Brachytherapy; Toxicity; Retrospective cohort study; Cervical cancer; Immunosuppression; Chemotherapy; Acute toxicity; Surgery; Cancer; Gastroenterology; Oncology; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002110186,0.0001504849,0.0005770878,0.00004595839,0.00008542278,0.00001276722,0.00007110646,0.0002405187,0.002684523],"category_scores_gemma":[0.0001747438,0.00009450201,0.0001234148,0.0001101521,0.0005030427,0.00006208487,0.000041731,0.0002670792,0.00001534564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296319,"about_ca_system_score_gemma":0.000791845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004406,"about_ca_topic_score_gemma":0.001723962,"domain_scores_codex":[0.9986134,0.00007604692,0.0003635288,0.0004153754,0.000206711,0.000324941],"domain_scores_gemma":[0.9978915,0.0008620641,0.00009310603,0.0001551588,0.0006791339,0.0003190016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01048693,0.0002981891,0.643721,0.00002321974,0.0001879188,0.000003014653,0.0001186941,6.39506e-8,0.000001383952,0.00002932874,0.001580987,0.3435492],"study_design_scores_gemma":[0.01625093,0.00655459,0.9387863,0.00002086865,0.000147941,7.280287e-7,0.0000260783,0.00002250806,0.00006798172,0.0001164955,0.03788098,0.0001246256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798515,0.001217445,0.00007305742,0.01427574,0.0004767076,0.001197249,0.0001858355,0.00002214476,0.00270035],"genre_scores_gemma":[0.9776934,0.002629362,0.0001253157,0.01693791,0.001332835,0.0006578118,0.00004615804,0.00002454226,0.0005527047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434246,"threshold_uncertainty_score":0.9982272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862944392790043,"score_gpt":0.4614252386874572,"score_spread":0.4027957947595567,"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."}}