{"id":"W2099542075","doi":"10.3747/co.v15i5.289","title":"Validation of Symptom Clusters in Patients with Metastatic Bone Pain","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Medicine; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003241691,0.0004236069,0.0005171361,0.001030461,0.0006007479,0.0004754438,0.0006527384,0.0004320856,0.001565649],"category_scores_gemma":[0.0116082,0.0002116431,0.0006542132,0.0007434474,0.0004996812,0.0004592842,0.001176671,0.0007224786,0.0004637369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959244,"about_ca_system_score_gemma":0.0008348266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535784,"about_ca_topic_score_gemma":0.002042051,"domain_scores_codex":[0.9978545,0.0008294136,0.0003355035,0.0002337544,0.0005746956,0.0001721409],"domain_scores_gemma":[0.9946168,0.001421113,0.001951324,0.0003251911,0.001284187,0.0004014495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005911085,0.0002234285,0.9888161,0.00006931691,0.0000628012,0.00008163712,0.0004095551,0.0003017696,0.0008856887,0.00004137105,0.0003639623,0.008153201],"study_design_scores_gemma":[0.00008878486,0.0009688461,0.9964594,0.00002634762,0.00002496571,0.0004387016,0.0003289468,0.0007014283,0.0003276531,0.00005820926,0.0005677337,0.000009012168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975128,0.0001621206,0.0005381852,0.00005235879,0.00001597217,0.0003878422,0.0004846562,0.00001023299,0.0008357935],"genre_scores_gemma":[0.9973347,0.00005908008,0.0009635012,0.00004177006,0.0000157757,0.0004083857,0.001050218,0.000004321239,0.0001222322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003241691,"threshold_uncertainty_score":0.01714391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638568386731502,"score_gpt":0.3397610727561267,"score_spread":0.2833753888888117,"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."}}