{"id":"W2910275397","doi":"10.21037/jtd.2019.01.02","title":"Patient-reported outcomes in lung and esophageal cancer","year":2019,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Lung cancer; Esophageal cancer; General surgery; Cancer; Intensive care medicine; Internal medicine","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":[0.001897062,0.00066863,0.001929299,0.002935922,0.0001888846,0.0008883808,0.0006374309,0.0007027528,0.001826032],"category_scores_gemma":[0.00481065,0.000162597,0.001102327,0.003628494,0.0004236389,0.0007153603,0.0007150611,0.00106876,0.0003127518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782769,"about_ca_system_score_gemma":0.0009913797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323089,"about_ca_topic_score_gemma":0.001980859,"domain_scores_codex":[0.9989402,0.000380401,0.0002206948,0.0001117354,0.0003059652,0.00004117445],"domain_scores_gemma":[0.9978747,0.001437797,0.0003999628,0.00002737779,0.0002170858,0.00004307863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000103488,0.00005763544,0.001590873,0.05362542,0.0006291579,0.00005071184,0.00009856169,0.0002244682,0.0001203484,0.001071611,0.009079353,0.9333485],"study_design_scores_gemma":[0.0001539422,0.0008285238,0.0537323,0.2226898,0.005303131,0.003368255,0.0007780879,0.0005429533,0.0006451879,0.005246339,0.7065635,0.000147783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001361396,0.9995185,0.00002052536,0.00009693874,0.00004076599,0.000002553202,0.00001642377,0.000001126952,0.0001671178],"genre_scores_gemma":[0.002616727,0.9969971,0.00007976089,0.0001095256,0.00008193177,0.00001041802,0.00003137836,6.212821e-7,0.00007250658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002935922,"threshold_uncertainty_score":0.01003277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05663324533435827,"score_gpt":0.4538346203173056,"score_spread":0.3972013749829474,"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."}}