{"id":"W182287508","doi":"10.1007/978-1-4899-8050-2_12","title":"Molecular Pathology of Gastrointestinal Tumors","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Pathology; Gastrointestinal pathology; 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":[0.0002136916,0.000597077,0.0003584226,0.0009796208,0.0003382513,0.001149914,0.0005398127,0.0007186696,0.01735779],"category_scores_gemma":[0.0002457495,0.0002705253,0.0002387968,0.0006221691,0.0006236652,0.00109157,0.0006574663,0.001881373,0.01054084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686396,"about_ca_system_score_gemma":0.0005096471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004861265,"about_ca_topic_score_gemma":0.001320904,"domain_scores_codex":[0.9999119,0.00001062566,0.000002780808,0.00001246376,0.0000536237,0.000008642154],"domain_scores_gemma":[0.999922,0.00003360321,0.000005282901,0.000006792442,0.00002074703,0.0000115227],"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":[0.00003890121,0.00005642533,0.0001205198,0.0006178048,0.00001085079,0.0002366906,0.000146833,0.0006747746,0.01127336,0.0943464,0.4992948,0.3931826],"study_design_scores_gemma":[0.000001965447,0.000006603623,0.000115803,0.0001122295,0.000002233339,0.0003940215,0.00001441124,0.00007014583,0.0007618261,0.01431185,0.9842052,0.00000367396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00146202,0.47637,0.0138265,0.009897118,0.01260399,0.00006037155,0.0003775245,0.0004092081,0.4849932],"genre_scores_gemma":[0.008095496,0.2743902,0.009646196,0.004836373,0.005356275,0.00007690335,0.0004498989,0.000160138,0.6969886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01735779,"threshold_uncertainty_score":0.05806762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993173048062754,"score_gpt":0.2715021989174412,"score_spread":0.2515704684368136,"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."}}