{"id":"W2972061247","doi":"10.21037/jtd.2019.08.112","title":"Bridging the gap: how do we improve long-term survival of locally-advanced esophageal cancer patients?","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Medicine; Esophageal cancer; Psychological intervention; Colorectal cancer; Bridging (networking); Cancer; Resection; Oncology; Intervention (counseling); Internal medicine; General surgery; Intensive care medicine; Surgery","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":[0.001431138,0.0003532212,0.0009952447,0.000498938,0.001626025,0.001704736,0.0009034537,0.01354703,0.007915862],"category_scores_gemma":[0.0124123,0.0001688198,0.0007347112,0.000372177,0.001220255,0.004053995,0.0009824436,0.01480271,0.006140094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055363,"about_ca_system_score_gemma":0.001839648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708282,"about_ca_topic_score_gemma":0.003459408,"domain_scores_codex":[0.9992817,0.0002886343,0.00008837537,0.00007812693,0.0001425544,0.0001205289],"domain_scores_gemma":[0.9964988,0.001848518,0.0002385236,0.00008454384,0.0005471593,0.0007823812],"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":[0.0002940789,0.0001843772,0.004420912,0.0004920097,0.00004791928,0.005079985,0.0003379093,0.0002813668,0.0006649594,0.005254353,0.8256907,0.1572514],"study_design_scores_gemma":[0.000336416,0.0006590092,0.007402769,0.003504003,0.0001374592,0.01753868,0.00193682,0.001062407,0.0005388452,0.04384755,0.9229121,0.0001239916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009364311,0.009683451,0.0001221974,0.9819627,0.005670106,0.000005264276,0.00002309224,0.00001657122,0.001580047],"genre_scores_gemma":[0.02082085,0.02245039,0.0007101301,0.8819363,0.06908687,0.00003783976,0.00007394547,0.0000244984,0.004859092],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01354703,"threshold_uncertainty_score":0.02648115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318245471870232,"score_gpt":0.34725110138959,"score_spread":0.3240686466708877,"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."}}