{"id":"W2029534758","doi":"10.1093/neuonc/nos240","title":"CLIN-SYMPTOM MANAGEMENT/QUALITY OF LIFE","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Quality (philosophy); Psychology; Business; Philosophy; Epistemology","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":[0.00411605,0.0003921496,0.0006634207,0.001593713,0.0007439553,0.002151035,0.0005815981,0.0006060832,0.009585091],"category_scores_gemma":[0.01175316,0.0001151205,0.0008125439,0.001527959,0.0004576426,0.0008878819,0.0009891971,0.0009301831,0.001401969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444714,"about_ca_system_score_gemma":0.002455085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578308,"about_ca_topic_score_gemma":0.005156049,"domain_scores_codex":[0.9967383,0.001664232,0.0003890255,0.0002044388,0.0007523397,0.0002517334],"domain_scores_gemma":[0.9923961,0.001420441,0.002339925,0.0003428868,0.00240275,0.001097998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005242749,0.001292214,0.4770113,0.001155399,0.0007335142,0.0001696504,0.0006934104,0.0007748174,0.0007381921,0.003695039,0.04291068,0.4703016],"study_design_scores_gemma":[0.0003152902,0.001381989,0.918468,0.001249994,0.0004941585,0.001181308,0.001419734,0.001736461,0.001201015,0.004655618,0.06782177,0.00007469078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5901062,0.07253906,0.01215242,0.06628968,0.002391956,0.001328159,0.0103676,0.0005910284,0.2442339],"genre_scores_gemma":[0.9676049,0.007251861,0.007023498,0.006437872,0.0007236095,0.0004662943,0.002603235,0.00005289249,0.007835741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009585091,"threshold_uncertainty_score":0.03206527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250838851282628,"score_gpt":0.4470610156497491,"score_spread":0.3219771305214864,"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."}}