{"id":"W2587345106","doi":"10.1200/jco.2012.30.34_suppl.47","title":"Creation of On-PROST: The Ontario patient-reported outcomes of symptoms and toxicity applied clinical research unit.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Health care; Geriatric oncology; Cancer; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02091627,0.0008412837,0.001470677,0.00246686,0.002348031,0.002905237,0.002707154,0.000592085,0.01186767],"category_scores_gemma":[0.04036527,0.0008471931,0.00183563,0.007098136,0.001014471,0.001374622,0.003646983,0.001867992,0.003342362],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03397765,"about_ca_system_score_gemma":0.1057072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.724919,"about_ca_topic_score_gemma":0.8238375,"domain_scores_codex":[0.9877791,0.002510386,0.001383013,0.0008503342,0.006454671,0.001022553],"domain_scores_gemma":[0.9506906,0.0032301,0.004919042,0.002954477,0.0333096,0.004896153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00315068,0.000853387,0.256054,0.002051115,0.0005417866,0.0001296378,0.002452213,0.001043453,0.0006982257,0.005654391,0.4915758,0.2357953],"study_design_scores_gemma":[0.001709435,0.0006246116,0.7235848,0.001088375,0.0003274555,0.00005634101,0.00104276,0.000979981,0.0004054885,0.001031548,0.2690095,0.0001396956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.07967766,0.0021628,0.01115332,0.006122892,0.0009499931,0.05325045,0.7790831,0.001205737,0.06639399],"genre_scores_gemma":[0.2183148,0.003049638,0.0621182,0.003158739,0.0004083753,0.137852,0.5348705,0.0008691231,0.0393586],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9660224,"threshold_uncertainty_score":0.5534019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3440203122845563,"score_gpt":0.5624965136413584,"score_spread":0.2184762013568022,"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."}}