{"id":"W2801082789","doi":"10.3747/co.25.3995","title":"Measuring Patient-Reported Outcomes to Improve Cancer Care in Canada: An Analysis of Provincial Survey Data","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Psychosocial; Anxiety; Patient-reported outcome; Distress; Cancer; Depression (economics); Family medicine; Quality of life (healthcare); Psychiatry; Internal medicine; Clinical psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008666706,0.0006261011,0.00116935,0.005120842,0.003219314,0.002171059,0.001799287,0.000484274,0.001669915],"category_scores_gemma":[0.03469219,0.0006701975,0.002290781,0.02750077,0.0009156622,0.000594208,0.002253074,0.001314803,0.000217167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07541189,"about_ca_system_score_gemma":0.1457365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973152,"about_ca_topic_score_gemma":0.9968638,"domain_scores_codex":[0.9858184,0.002443758,0.001646916,0.001087569,0.006660464,0.002342849],"domain_scores_gemma":[0.9574938,0.004658048,0.006305085,0.0017594,0.02644425,0.003339424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032341,0.00003269237,0.983627,0.0002497521,0.0003150002,0.00003591326,0.0008288625,0.000664509,0.00006302011,0.0003048574,0.005502373,0.008272801],"study_design_scores_gemma":[0.00002125133,0.00001924624,0.9948686,0.0001196457,0.0000898051,0.0000243314,0.000754453,0.001099472,0.00005119049,0.00004525837,0.002884887,0.00002186224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660997,0.004385882,0.00307424,0.003223164,0.0001271368,0.000963761,0.1150955,0.0001841441,0.00684661],"genre_scores_gemma":[0.9600365,0.001871608,0.003902852,0.0006390426,0.00002252104,0.0005049167,0.0320081,0.00006075406,0.000953715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07541189,"threshold_uncertainty_score":0.5471541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811735182923631,"score_gpt":0.4171532654934726,"score_spread":0.2359797472011095,"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."}}