{"id":"W4388306844","doi":"10.1007/978-3-031-39086-9","title":"Esophageal Cancer","year":2023,"lang":"de","type":"book","venue":"","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cancer; Medicine; History; 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":[0.0001641435,0.0006909842,0.0005219357,0.001021196,0.000474493,0.001131971,0.0005177867,0.0006748867,0.1551686],"category_scores_gemma":[0.0005613252,0.0002057714,0.0005465501,0.0007876299,0.0002226661,0.0008716289,0.000687285,0.001656725,0.1172912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215322,"about_ca_system_score_gemma":0.0005679936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094624,"about_ca_topic_score_gemma":0.004175398,"domain_scores_codex":[0.9998816,0.000009855515,0.000005269304,0.00001451271,0.00007472606,0.00001398057],"domain_scores_gemma":[0.9998304,0.00003931139,0.000009221507,0.00001472052,0.0000555,0.00005090631],"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":[0.00001523396,0.00002117464,0.00005965219,0.0001683541,0.000003473721,0.0001016535,0.00001637449,0.00005789165,0.0006508323,0.001891466,0.8358714,0.1611425],"study_design_scores_gemma":[0.000001957656,0.00001210907,0.0002205911,0.00009099939,0.000001976874,0.0004838503,0.000006418425,0.00001912491,0.000065787,0.0004849907,0.9986098,0.000002386726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007948552,0.1396568,0.002187111,0.006175136,0.03139726,0.0001139969,0.001005651,0.0006970341,0.8179721],"genre_scores_gemma":[0.001461702,0.03592423,0.001091686,0.002992955,0.004137182,0.00003318995,0.0006893573,0.00009739498,0.9535722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1551686,"threshold_uncertainty_score":0.5190906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431494735166385,"score_gpt":0.3623766747450576,"score_spread":0.3180617273933937,"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."}}