{"id":"W2982880877","doi":"","title":"The pan-Canadian Oncology Symptom Triage and Remote Support (COSTaRS)-Practice guides for symptom management in adults with cancer.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Triage; Cancer; Medicine; Family medicine; Medical emergency; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006091085,0.0001319216,0.0002321499,0.00009817826,0.000544338,0.0001149817,0.0001746876,0.0000673851,0.0000176318],"category_scores_gemma":[0.0002503043,0.00009024567,0.00003861017,0.00007571887,0.0001427444,0.0001949188,0.00004580231,0.0001575116,0.000003921773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101778,"about_ca_system_score_gemma":0.0002951668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04817312,"about_ca_topic_score_gemma":0.2880022,"domain_scores_codex":[0.998792,0.00004048435,0.0002205292,0.000296125,0.0001293301,0.0005215118],"domain_scores_gemma":[0.998735,0.0002063456,0.0001693184,0.0005127376,0.0001088421,0.0002678169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001956392,0.00004480457,0.01318977,0.00007654718,0.0002423495,0.0001663429,0.0001924569,0.000001184946,0.000002187013,0.000744729,0.007396064,0.9759872],"study_design_scores_gemma":[0.004461499,0.0001800721,0.4306893,0.00005869202,0.0002169358,0.00006153928,0.0003091899,0.00001441635,0.00003788359,0.00007170108,0.5638046,0.00009417038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4932701,0.001579733,0.00009180716,0.1403096,0.001911419,0.01396124,0.0001165337,0.00008992676,0.3486696],"genre_scores_gemma":[0.9818751,0.004451863,0.0004033372,0.002242085,0.0002476207,0.003948109,0.00001084851,0.00003105467,0.006789967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975893,"threshold_uncertainty_score":0.9581652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310240885590804,"score_gpt":0.3267386605635579,"score_spread":0.2957145720044775,"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."}}